# Journal Papers

### 2018

- S. Paternain, D. E. Koditschek, and A. Ribeiro, “Navigation functions for convex potentials in a space with convex obstacles,” Ieee trans. automatic control, vol. (to appear), 2018.

[Bibtex]`@article{PaternainEtal18, Author = {Paternain, Santiago and Koditschek, Daniel E and Ribeiro, Alejandro}, Journal = {IEEE Trans. Automatic Control}, Month = {September}, Publisher = {IEEE}, Title = {Navigation functions for convex potentials in a space with convex obstacles}, Volume = {(to appear)}, Year = {2018}}`

- F. Gama, A. G. Marques, G. Leus, and A. Ribeiro, “Convolutional neural network architectures for signals supported on graphs,” Arxiv:1805.00165v1 [eess.sp], 2018.

[Bibtex]`@article{GamaEtal18, Author = {Gama, F. and G. Marques, A. and Leus, G. and Ribeiro, A.}, Journal = {arXiv:1805.00165v1 [eess.SP]}, Month = {May}, Note = {submitted to {IEEE} Trans. Signal Process.}, Title = {Convolutional Neural Network Architectures for Signals Supported on Graphs}, Url = {http://arxiv.org/abs/1805.00165}, Year = {2018}, Bdsk-Url-1 = {http://arxiv.org/abs/1805.00165}}`

- F. Gama, S. Segarra, and A. Ribeiro, “Hierarchical overlapping clustering of network data using cut metrics,” Ieee trans. signal, information process. networks, vol. 4, pp. 392-406, 2018.

[Bibtex]`@article{GamaEtal18a, Author = {F. Gama and S. Segarra and A. Ribeiro}, Issue = {2}, Journal = {IEEE Trans. Signal, Information Process. Networks}, Month = {May}, Pages = {392-406}, Pdf = {http://arxiv.org/pdf/1611.01393.pdf}, Pubtype = {Journal}, Title = {Hierarchical Overlapping Clustering of Network Data Using Cut Metrics}, Volume = {4}, Year = {2018}}`

- K. Gatsis, A. Ribeiro, and G. J. Pappas, “Random access design for wireless control systems,” Automatica, vol. 91, pp. 1-9, 2018.

[Bibtex]`@article{GatsisEtal18, Author = {Konstantinos Gatsis and Alejandro Ribeiro and George J. Pappas}, Journal = {Automatica}, Month = {May}, Pages = {1 - 9}, Pdf = {http://arxiv.org/pdf/1605.00627v1.pdf}, Title = {Random Access Design for Wireless Control Systems}, Volume = {91}, Year = {2018}}`

- W. Huang, T. A. W. Bolton, J. D. Medaglia, D. S. Bassett, A. Ribeiro, and V. D. D. Ville, “A graph signal processing perspective on functional brain imaging,” Proc. ieee, vol. 106, iss. 5, pp. 868-885, 2018.

[Bibtex]`@article{HuangEtal18, Author = {W. Huang and T. A. W. Bolton and J. D. Medaglia and D. S. Bassett and A. Ribeiro and D. Van De Ville}, Date-Added = {2018-05-08 20:58:22 +0000}, Date-Modified = {2018-05-08 21:03:01 +0000}, Journal = {Proc. IEEE}, Month = {May}, Number = {5}, Pages = {868 - 885}, Pubtype = {Journal}, Title = {A graph signal processing perspective on functional brain imaging}, Volume = {106}, Year = {2018}}`

- W. Huang, R. Ghrist, and A. Ribeiro, “Network representation and filtering in the homological domain,” Ieee trans. signal process., vol. (submitted), 2018.

[Bibtex]`@article{HuangEtal18b, Author = {W. Huang and R. Ghrist and A. Ribeiro}, Date-Added = {2018-05-08 21:03:22 +0000}, Date-Modified = {2018-05-08 21:04:19 +0000}, Journal = {IEEE Trans. Signal Process.}, Month = {May}, Pubtype = {Journal}, Title = {Network representation and filtering in the homological domain}, Volume = {(submitted)}, Year = {2018}}`

- M. Calvo-Fullana, C. Anton-Haro, J. Matamoros, and A. Ribeiro, “Stochastic routing and scheduling policies for energy harvesting communication networks,” Ieee trans. signal processing, vol. (to appear), 2018.

[Bibtex]`@article{Calvo-FullanaEtal18a, Author = {M. Calvo-Fullana and C. Anton-Haro and J. Matamoros and A. Ribeiro}, Journal = {IEEE Trans. Signal Processing}, Month = {April}, Pubtype = {Journal}, Title = {Stochastic Routing and Scheduling Policies for Energy Harvesting Communication Networks}, Volume = {(to appear)}, Year = {2018}}`

- M. Eisen, K. Gatsis, G. J. Pappas, and A. Ribeiro, “Learning in wireless control systems over non-stationary channels,” Ieee trans. signal processing, 2018.

[Bibtex]`@article{EisenEtal18, Author = {Mark Eisen and Konstantinos Gatsis and George J. Pappas and Alejandro Ribeiro}, Month = {April}, Journal = {IEEE Trans. Signal Processing}, Note = {Submitted. Available on Arxiv}, Pdf = {https://arxiv.org/pdf/1803.01078.pdf}, Title = {Learning in Wireless Control Systems over Non-Stationary Channels}, Year = {2018}}`

- W. Huang, A. G. Marques, and A. Ribeiro, “Rating prediction via graph signal processing,” Ieee trans. signal process., vol. (revised), 2018.

[Bibtex]`@article{HuangEtal18a, Author = {W. Huang and A. G. Marques and A. Ribeiro}, Date-Added = {2018-05-08 20:58:30 +0000}, Date-Modified = {2018-05-08 21:03:12 +0000}, Journal = {IEEE Trans. Signal Process.}, Month = {April}, Pubtype = {Journal}, Title = {Rating prediction via graph signal processing}, Volume = {(revised)}, Year = {2018}}`

- A. Koppel, S. Paternain, C. Richard, and A. Ribeiro, “Decentralized online learning with kernels,” Ieee trans. signal process., 2018.

[Bibtex]`@article{KoppelEtal18a, Author = {A. Koppel and S. Paternain and C. Richard and A. Ribeiro}, Journal = {IEEE Trans. Signal Process.}, Month = {April}, Pdf = {https://arxiv.org/abs/1710.04062}, Pubtype = {Journal}, Title = {Decentralized Online Learning with Kernels}, Volume = {}, Year = {2018}}`

- G. Carlsson, F. Memoli, A. Ribeiro, and S. Segarra, “Hierarchical clustering of asymmetric networks,” Adv. data analysis and classification, vol. 12, iss. 1, p. 65–105, 2018.

[Bibtex]`@article{CarlssonEtal18, Author = {G. Carlsson and F. Memoli and A. Ribeiro and S. Segarra}, Journal = {Adv. Data Analysis and Classification}, Month = {March}, Number = {1}, Pages = {65--105}, Pdf = {https://arxiv.org/pdf/1607.06294v1.pdf}, Pubtype = {Journal}, Title = {Hierarchical Clustering of Asymmetric Networks}, Volume = {12}, Year = {2018}}`

- F. Gama and A. Ribeiro, “Ergodicity in stationary graph processes: a weak law of large numbers,” Arxiv:1803.04550v1 [eess.sp], 2018.

[Bibtex]`@article{GamaRibeiro18, Author = {Gama, F. and Ribeiro, A.}, Journal = {arXiv:1803.04550v1 [eess.SP]}, Month = {March}, Note = {submitted to {IEEE} Trans. Signal Process.}, Title = {Ergodicity in Stationary Graph Processes: A Weak Law of Large Numbers}, Url = {http://arxiv.org/abs/1803.04550}, Year = {2018}, Bdsk-Url-1 = {http://arxiv.org/abs/1803.04550}}`

- W. Huang and A. Ribeiro, “Hierarchical clustering given confidence intervals of metric distances,” Ieee trans. signal process., vol. 66, iss. 10, pp. 2600-2615, 2018.

[Bibtex]`@article{HuangRibeiro18a, Author = {W. Huang and A. Ribeiro}, Date-Added = {2018-05-08 20:58:36 +0000}, Date-Modified = {2018-05-08 20:59:50 +0000}, Journal = {IEEE Trans. Signal Process.}, Month = {March}, Number = {10}, Pages = {2600 - 2615}, Pdf = {https://arxiv.org/pdf/1610.04274.pdf}, Pubtype = {Journal}, Title = {Hierarchical clustering given confidence intervals of metric distances}, Volume = {66}, Year = {2018}}`

- A. Koppel, E. Tolstaya, E. Stump, and A. Ribeiro, “Nonparametric stochastic compositional gradient descent for q-learning in continuous markov decision problems,” Ieee trans. automatic control., vol. (submitted), 2018.

[Bibtex]`@article{KoppelEtal18b, Author = {A. Koppel and E. Tolstaya and E. Stump and A. Ribeiro}, Journal = {IEEE Trans. Automatic Control.}, Month = {March}, Pdf = {https://arxiv.org/pdf/1804.07323.pdf}, Pubtype = {Journal}, Title = {Nonparametric Stochastic Compositional Gradient Descent for Q-Learning in Continuous Markov Decision Problems}, Volume = {(submitted)}, Year = {2018}}`

- C. Eksin, H. Deliç, and A. Ribeiro, “Demand response with communicating rational consumers,” Ieee trans. smart grid, vol. (to appear), 2018.

[Bibtex]`@article{EksinEtal18, Author = {C. Eksin and H. Deli\c{c} and A. Ribeiro}, Citations = {0}, Journal = {IEEE Trans. Smart Grid}, Month = {February}, Note = {Available at {\footnotesize {https://arxiv.org/pdf/1511.05677v3.pdf}}}, Pdf = {https://arxiv.org/pdf/1511.05677v3.pdf}, Pubtype = {Journal}, Title = {Demand response with communicating rational consumers}, Volume = {(to appear)}, Year = {2018}}`

- J. D. Medaglia, W. Huang, E. Karuza, A. Kelkar, S. Thompson-Schill, A. Ribeiro, and D. S. Bassett, “Functional alignment with anatomical networks is associated with cognitive flexibility,” Nature human behavior, vol. 2, iss. 2, p. 156, 2018.

[Bibtex]`@article{MedagliaEtal18, Author = {John D. Medaglia and W. Huang and E. Karuza and A. Kelkar and S. Thompson-Schill and A. Ribeiro and D. S. Bassett}, Date-Added = {2018-05-08 20:57:50 +0000}, Date-Modified = {2018-05-08 20:58:13 +0000}, Journal = {Nature Human Behavior}, Month = {February}, Number = {2}, Pages = {156}, Pdf = {https://arxiv.org/pdf/1611.08751.pdf}, Pubtype = {Journal}, Title = {Functional alignment with anatomical networks is associated with cognitive flexibility}, Volume = {2}, Year = {2018}}`

- A. Mokhtari, M. Eisen, and A. Ribeiro, “IQN: an incremental quasi-Newton method with local superlinear convergence rate,” Siam journal on optimization, vol. (to appear), 2018.

[Bibtex]`@article{MokhtariEtal18, Author = {A. Mokhtari and M. Eisen and A. Ribeiro}, Journal = {SIAM Journal on Optimization}, Month = {February}, Pubtype = {Journal}, Pdf = {https://arxiv.org/pdf/1702.00709.pdf}, Title = {{IQN}: An Incremental Quasi-{Newton} Method with Local Superlinear Convergence Rate}, Volume = {(to appear)}, Year = {2018}}`

- M. Calvo-Fullana, C. Anton-Haro, J. Matamoros, and A. Ribeiro, “Random access communication for wireless control systems with energy harvesting sensors,” Ieee trans. automatic control, vol. (submitted), 2018.

[Bibtex]`@article{Calvo-FullanaEtal18b, Author = {M. Calvo-Fullana and C. Anton-Haro and J. Matamoros and A. Ribeiro}, Journal = {IEEE Trans. Automatic Control}, Month = {January}, Pdf = {https://arxiv.org/abs/1801.10141}, Pubtype = {Journal}, Title = {Random Access Communication for Wireless Control Systems with Energy Harvesting Sensors}, Volume = {(submitted)}, Year = {2018}}`

- L. F. O. Chamon and A. Ribeiro, “Greedy sampling of graph signals,” Ieee trans. signal process., vol. 66, iss. 1, p. 34–47, 2018.

[Bibtex]`@article{ChamonRibeiro18, Author = {L. F. O. Chamon and A. Ribeiro}, Journal = {IEEE Trans. Signal Process.}, Month = {January}, Number = {1}, Pages = {34--47}, Pdf = {https://arxiv.org/abs/1704.01223}, Title = {Greedy sampling of graph signals}, Volume = {66}, Year = {2018}}`

- W. Huang and A. Ribeiro, “Network comparison: embeddings and interiors,” Ieee trans. signal process., vol. 66, iss. 2, p. 412–427, 2018.

[Bibtex]`@article{HuangRibeiro18, Author = {W. Huang and A. Ribeiro}, Date-Added = {2017-12-11 22:44:01 +0000}, Date-Modified = {2017-12-11 22:45:16 +0000}, Journal = {IEEE Trans. Signal Process.}, Month = {January}, Number = {2}, Pages = {412--427}, Pdf = {https://arxiv.org/pdf/1703.06231.pdf}, Pubtype = {Journal}, Title = {Network comparison: Embeddings and interiors}, Volume = {66}, Year = {2018}}`

### 2017

- G. Carlsson, F. Memoli, A. Ribeiro, and S. Segarra, “Admissible hierarchical clustering methods and algorithms for asymmetric networks,” Ieee trans. signal and info. process. over networks, vol. 3, iss. 4, pp. 711-727, 2017.

[Bibtex]`@article{CarlssonEtal17, Author = {G. Carlsson and F. Memoli and A. Ribeiro and S. Segarra}, Journal = {IEEE Trans. Signal and Info. Process. over Networks}, Month = {December}, Number = {4}, Pages = {711-727}, Pdf = {https://arxiv.org/pdf/1607.06335.pdf}, Pubtype = {Journal}, Title = {Admissible Hierarchical Clustering Methods and Algorithms for Asymmetric Networks}, Volume = {3}, Year = {2017}}`

- M. Eisen, A. Ribeiro, S. Segarra, and G. Egan, “Stylometric analysis of Early Modern period English plays,” Digital scholarship in the humanities, iss. fqx059, 2017.

[Bibtex]`@article{EisenEtal17a, Author = {M. Eisen and A. Ribeiro and S. Segarra and G. Egan}, Citations = {0}, Journal = {Digital Scholarship in the Humanities}, Month = {December}, Number = {fqx059}, Pdf = {https://arxiv.org/pdf/1610.05670.pdf}, Pubtype = {Journal}, Title = {Stylometric analysis of {E}arly {M}odern period {E}nglish plays}, Year = {2017}}`

- A. Koppel, G. Warnell, E. Stump, P. Stone, and A. Ribeiro, “Policy evaluation in continuous mdps with efficient kernelized gradient temporal difference,” Ieee trans. automatic control, vol. (submitted), 2017.

[Bibtex]`@article{KoppelEtal17e, Author = {A. Koppel and G. Warnell and E. Stump and P. Stone and A. Ribeiro}, Journal = {IEEE Trans. Automatic Control}, Month = {December}, Pdf = {https://arxiv.org/abs/1709.04221}, Pubtype = {Journal}, Title = {Policy Evaluation in Continuous MDPs with Efficient Kernelized Gradient Temporal Difference}, Volume = {(submitted)}, Year = {2017}}`

- S. Paternain and A. Ribeiro, “Stochastic artificial potentials for online safe navigation,” Ieee trans. automatic control., vol. (under review), 2017.

[Bibtex]`@article{PaternainRibeiro17a, Author = {S. Paternain and A. Ribeiro}, Journal = {IEEE Trans. Automatic Control.}, Month = {December}, Note = {Available at {\footnotesize {https://arxiv.org/pdf/1701.00033.pdf}}}, Pubtype = {Journal}, Title = {Stochastic Artificial Potentials for Online Safe Navigation}, Volume = {(under review)}, Year = {2017}}`

- A. G. Marques, S. Segarra, G. Leus, and A. Ribeiro, “Stationary graph processes and spectral estimation,” Ieee trans. signal process., vol. 65, iss. 22, pp. 5911-5926, 2017.

[Bibtex]`@article{MarquesEtal17, Author = {A. G. Marques and S. Segarra and G. Leus and A. Ribeiro}, Journal = {IEEE Trans. Signal Process.}, Month = {November}, Number = {22}, Pages = {5911-5926}, Pdf = {http://arxiv.org/pdf/1603.04667.pdf}, Pubtype = {Journal}, Title = {Stationary Graph Processes and Spectral Estimation}, Volume = {65}, Year = {2017}}`

- A. Simonetto, A. Koppel, A. Mokhtari, G. Leus, and A. Ribeiro, “Decentralized prediction-correction methods for networked time-varying convex optimization,” Ieee trans. automatic control., vol. 62, iss. 11, pp. 5724-5738, 2017.

[Bibtex]`@article{SimonettoEtal17, Author = {A. Simonetto and A. Koppel and A. Mokhtari and G. Leus and A. Ribeiro}, Citations = {0}, Journal = {IEEE Trans. Automatic Control.}, Month = {November}, Number = {11}, Pages = {5724-5738}, Pdf = {https://arxiv.org/pdf/1602.01716.pdf}, Pubtype = {Journal}, Title = {Decentralized Prediction-Correction Methods for Networked Time-Varying Convex Optimization}, Volume = {62}, Year = {2017}}`

- B. Swenson, C. Eksin, S. Kar, and A. Ribeiro, “Fictitious play with inertia learns pure equilibria in distributed games with incomplete information,” Ieee trans. automatic control., vol. (revised), p. 14, 2017.

[Bibtex]`@article{SwensonEtal17, Author = {B. Swenson and C. Eksin and S. Kar and A. Ribeiro}, Citations = {0}, Journal = {IEEE Trans. Automatic Control.}, Month = {November}, Note = {Available at {\footnotesize {https://arxiv.org/pdf/1605.00601.pdf}}}, Pages = {14}, Pdf = {https://arxiv.org/pdf/1605.00601.pdf}, Pubtype = {Journal}, Title = {Fictitious play with inertia learns pure equilibria in distributed games with incomplete information}, Volume = {(revised)}, Year = {2017}}`

- M. Fazlyab, A. Koppel, V. Preciado, and A. Ribeiro, “A variational approach to dual methods for constrained convex optimization,” Ieee trans. automatic control., vol. (submitted), 2017.

[Bibtex]`@article{FazlyabEtal17b, Author = {M. Fazlyab and A. Koppel and V. Preciado and A. Ribeiro}, Journal = {IEEE Trans. Automatic Control.}, Month = {October}, Pdf = {https://koppel.bitballoon.com/assets/papers/2017_fazlyab_etal.pdf}, Pubtype = {Journal}, Title = {A Variational Approach to Dual Methods for Constrained Convex Optimization}, Volume = {(submitted)}, Year = {2017}}`

- M. Fazlyab, S. Paternain, V. M. Preciado, and A. Ribeiro, “Prediction-correction interior-point method for time-varying convex optimization,” Ieee trans. automatic control, vol. PP, iss. 99, pp. 1-1, 2017.

[Bibtex]`@article{FazlyabEtal17, Author = {M. Fazlyab and S. Paternain and V. M. Preciado and A. Ribeiro}, Doi = {10.1109/TAC.2017.2760256}, Issn = {0018-9286}, Journal = {IEEE Trans. Automatic Control}, Month = {October}, Number = {99}, Pages = {1-1}, Title = {Prediction-Correction Interior-Point Method for Time-Varying Convex Optimization}, Volume = {PP}, Year = {2017}, Bdsk-Url-1 = {http://dx.doi.org/10.1109/TAC.2017.2760256}}`

- A. Koppel, G. Warnell, E. Stump, and A. Ribeiro, “Parsimonious online learning with kernels via sparse projections in function space,” J. machine learning research, vol. (revised), 2017.

[Bibtex]`@article{KoppelEtal17c, Author = {A. Koppel and G. Warnell and E. Stump and A. Ribeiro}, Journal = {J. Machine Learning Research}, Month = {October}, Pdf = {https://arxiv.org/abs/1612.04111}, Pubtype = {Journal}, Title = {Parsimonious Online Learning with Kernels via Sparse Projections in Function Space}, Volume = {(revised)}, Year = {2017}}`

- A. Mokhtari, M. Eisen, and A. Ribeiro, “IQN: an incremental quasi-Newton method with local superlinear convergence rate,” SIAM journal on optimization, vol. (revised), 2017.

[Bibtex]`@article{MokhtariEtal17d, Author = {A. Mokhtari and M. Eisen and A. Ribeiro}, Citations = {0}, Journal = {{SIAM} Journal on Optimization}, Month = {October}, Pdf = {https://arxiv.org/pdf/1702.00709.pdf}, Pubtype = {Journal}, Title = {{IQN}: An Incremental Quasi-{Newton} Method with Local Superlinear Convergence Rate}, Volume = {(revised)}, Year = {2017}}`

- A. Mokhtari, M. Gurbuzbalaban, and A. Ribeiro, “Surpassing gradient descent provably: a cyclic incremental method with linear convergence rate,” SIAM journal on optimization, vol. (revised), 2017.

[Bibtex]`@article{MokhtariEtal17c, Author = {A. Mokhtari and M. Gurbuzbalaban and A. Ribeiro}, Citations = {0}, Journal = {{SIAM} Journal on Optimization}, Month = {October}, Pdf = {https://arxiv.org/pdf/1611.00347.pdf}, Pubtype = {Journal}, Title = {Surpassing Gradient Descent Provably: A Cyclic Incremental Method with Linear Convergence Rate}, Volume = {(revised)}, Year = {2017}}`

- S. Paternain, A. Mokhtari, and A. Ribeiro, “A second order method for nonconvex optimization,” Siam j. optimization., vol. (submitted), 2017.

[Bibtex]`@article{PaternainEtal2017b, Author = {S. Paternain and A. Mokhtari and A. Ribeiro}, Journal = {SIAM J. Optimization.}, Month = {October}, Note = {Available at {\footnotesize {https://arxiv.org/pdf/1701.00033.pdf}}}, Pubtype = {Journal}, Title = {A Second Order Method for Nonconvex Optimization}, Volume = {(submitted)}, Year = {2017}}`

- J. D. Medaglia, W. Huang, S. Segarra, C. Olm, J. Gee, M. Grossman, A. Ribeiro, C. T. McMillan, and D. S. Bassett, “Brain network efficiency is influenced by the pathologic source of corticobasal syndrome,” Neurology, vol. 89, iss. 13, p. 1373–1381, 2017.

[Bibtex]`@article{MedagliaEtal17, Author = {John D. Medaglia and W. Huang and S. Segarra and C. Olm and J. Gee and M. Grossman and A. Ribeiro and C. T. McMillan and D. S. Bassett}, Date-Added = {2017-12-11 22:34:37 +0000}, Date-Modified = {2017-12-11 22:36:26 +0000}, Journal = {Neurology}, Month = {September}, Number = {13}, Pages = {1373--1381}, Pdf = {https://arxiv.org/pdf/1601.07867.pdf}, Pubtype = {Journal}, Title = {Brain network efficiency is influenced by the pathologic source of corticobasal syndrome}, Volume = {89}, Year = {2017}}`

- S. Segarra, A. G. Marques, G. Mateos, and A. Ribeiro, “Network topology inference from spectral templates,” Ieee trans. signal and info. process. over networks, vol. 3, iss. 3, pp. 467-483, 2017.

[Bibtex]`@article{SegarraEtal17b, Author = {S. Segarra and A. G. Marques and G. Mateos and A. Ribeiro}, Journal = {IEEE Trans. Signal and Info. Process. over Networks}, Month = {September}, Number = {3}, Pages = {467-483}, Pdf = {https://arxiv.org/pdf/1608.03008.pdf}, Pubtype = {Journal}, Title = {Network Topology Inference from Spectral Templates}, Volume = {3}, Year = {2017}}`

- C. Eksin and A. Ribeiro, “Distributed fictitious play for multi-agent systems in uncertain environments,” Ieee trans. automatic control, vol. (to appear), 2017.

[Bibtex]`@article{EksinRibeiro17, Author = {C. Eksin and A. Ribeiro}, Citations = {0}, Journal = {IEEE Trans. Automatic Control}, Month = {August}, Note = {Available at {\footnotesize {https://arxiv.org/pdf/1602.02066v1.pdf}}}, Pdf = {https://arxiv.org/pdf/1602.02066v1.pdf}, Pubtype = {Journal}, Title = {Distributed Fictitious Play for Multi-Agent Systems in Uncertain Environments}, Volume = {(to appear)}, Year = {2017}}`

- S. Segarra, A. G. Marques, and A. Ribeiro, “Optimal graph-filter design and applications to distributed linear network operators,” Ieee trans. signal process., vol. 65, iss. 15, pp. 4117-4131, 2017.

[Bibtex]`@article{SegarraEtal17a, Author = {S. Segarra and A. G. Marques and A. Ribeiro}, Journal = {IEEE Trans. Signal Process.}, Month = {August}, Number = {15}, Pages = {4117-4131}, Pdf = {http://arxiv.org/pdf/1510.03947v1.pdf}, Pubtype = {Journal}, Title = {Optimal Graph-Filter Design and Applications to Distributed Linear Network Operators}, Volume = {65}, Year = {2017}}`

- T. Chen, A. Mokhtari, X. Wang, A. Ribeiro, and G. B. Giannakis, “Stochastic averaging for constrained optimization with application to online resource allocation,” Ieee trans. signal. process., vol. 65, iss. 12, pp. 3078-3098, 2017.

[Bibtex]`@article{ChenEtal17, Author = {T. Chen and A. Mokhtari and X. Wang and A. Ribeiro and G. B. Giannakis}, Citations = {0}, Journal = {IEEE Trans. Signal. Process.}, Month = {June}, Number = {12}, Pages = {3078-3098}, Pdf = {https://arxiv.org/pdf/1610.02143.pdf}, Pubtype = {Journal}, Title = {Stochastic Averaging for Constrained Optimization with Application to Online Resource Allocation}, Volume = {65}, Year = {2017}}`

- A. Mokhtari, A. Koppel, and A. Ribeiro, “A class of parallel doubly stochastic algorithms for large-scale learning,” J. machine learning research, vol. (submitted), 2017.

[Bibtex]`@article{MokhtariEtal17b, Author = {A. Mokhtari and A. Koppel and A. Ribeiro}, Citations = {0}, Journal = {J. Machine Learning Research}, Month = {June}, Pdf = {https://arxiv.org/pdf/1606.04991.pdf}, Pubtype = {Journal}, Title = {A Class of Parallel Doubly Stochastic Algorithms for Large-Scale Learning}, Volume = {(submitted)}, Year = {2017}}`

- J. Stephan, J. Fink, V. Kumar, and A. Ribeiro, “Concurrent control of mobility and communication in multi-robot systems,” Ieee trans. robotics, vol. 33, iss. 5, pp. 1248-1254, 2017.

[Bibtex]`@article{StephanEtal17, Author = {J. Stephan and J. Fink and V. Kumar and A. Ribeiro}, Journal = {IEEE Trans. Robotics}, Month = {June}, Number = {5}, Pages = {1248-1254}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/2015_stephan_etal.pdf}, Pubtype = {Journal}, Title = {Concurrent Control of Mobility and Communication in Multi-Robot Systems}, Volume = {33}, Year = {2017}}`

- M. Eisen, A. Mokhtari, and A. Ribeiro, “Decentralized quasi-Newton methods,” Ieee trans. signal. process., vol. 65, iss. 10, pp. 2613-2628, 2017.

[Bibtex]`@article{EisenEtal17, Author = {M. Eisen and A. Mokhtari and A. Ribeiro}, Citations = {0}, Journal = {IEEE Trans. Signal. Process.}, Month = {May}, Number = {10}, Pages = {2613-2628}, Pdf = {https://arxiv.org/pdf/1605.00933.pdf}, Pubtype = {Journal}, Title = {Decentralized Quasi-{Newton} Methods}, Volume = {65}, Year = {2017}}`

- M. Fazlyab, A. Ribeiro, M. Morari, and V. M. Preciado, “Analysis of optimization algorithms via integral quadratic constraints: nonstrongly convex problems,” Siam j. optimization., vol. (submitted), 2017.

[Bibtex]`@article{FazlyabEtal17a, Author = {Fazlyab, Mahyar and Ribeiro, Alejandro and Morari, Manfred and Preciado, Victor M}, Journal = {SIAM J. Optimization.}, Month = {May}, Note = {Available at {\footnotesize {https://arxiv.org/abs/1705.03615}}}, Pdf = {https://arxiv.org/abs/1705.03615}, Pubtype = {Journal}, Title = {Analysis of Optimization Algorithms via Integral Quadratic Constraints: Nonstrongly Convex Problems}, Volume = {(submitted)}, Year = {2017}}`

- A. Koppel, B. M. Sadler, and A. Ribeiro, “Proximity without consensus in online multiagent optimization,” Ieee trans. signal processing, vol. 65, iss. 12, p. 3062–3077, 2017.

[Bibtex]`@article{KoppelEtal17b, Author = {Koppel, Alec and Sadler, Brian M and Ribeiro, Alejandro}, Journal = {IEEE Trans. Signal Processing}, Month = {March}, Number = {12}, Pages = {3062--3077}, Publisher = {IEEE Press}, Title = {Proximity Without Consensus in Online Multiagent Optimization}, Volume = {65}, Year = {2017}}`

- S. Segarra, G. Mateos, A. G. Marques, and A. Ribeiro, “Blind identification of graph filters,” Ieee trans. signal process., vol. 65, iss. 5, pp. 1146-1159, 2017.

[Bibtex]`@article{SegarraEtal17, Author = {S. Segarra and G. Mateos and A. G. Marques and A. Ribeiro}, Journal = {IEEE Trans. Signal Process.}, Month = {March}, Number = {5}, Pages = {1146-1159}, Pdf = {http://arxiv.org/pdf/1604.07234v1.pdf}, Pubtype = {Journal}, Title = {Blind Identification of Graph Filters}, Volume = {65}, Year = {2017}}`

- A. Koppel, G. Warnell, E. Stump, and A. Ribeiro, “D4l: decentralized dynamic discriminative dictionary learning,” Ieee trans. signal info. process. over networks, vol. 3, iss. 4, pp. 728-743, 2017.

[Bibtex]`@article{KoppelEtal17a, Author = {A. Koppel and G. Warnell and E. Stump and A. Ribeiro}, Doi = {10.1109/TSIPN.2017.2662618}, Journal = {IEEE Trans. Signal Info. Process. over Networks}, Month = {February}, Number = {4}, Pages = {728-743}, Title = {D4L: Decentralized Dynamic Discriminative Dictionary Learning}, Volume = {3}, Year = {2017}, Bdsk-Url-1 = {http://dx.doi.org/10.1109/TSIPN.2017.2662618}}`

- W. Huang and A. Ribeiro, “Persistent homology lower bounds on high order network distances,” Ieee trans. signal process., vol. 65, iss. 2, p. 319–334, 2017.

[Bibtex]`@article{HuangRibeiro17, Author = {W. Huang and A. Ribeiro}, Date-Modified = {2017-12-11 22:33:51 +0000}, Journal = {IEEE Trans. Signal Process.}, Month = {January}, Number = {2}, Pages = {319--334}, Pdf = {https://arxiv.org/pdf/1507.03044.pdf}, Pubtype = {Journal}, Title = {Persistent homology lower bounds on high order network distances}, Volume = {65}, Year = {2017}}`

- A. Mokhtari, Q. Ling, and A. Ribeiro, “Network Newton distributed optimization methods,” Ieee trans. signal. process., vol. 65, iss. 1, pp. 146-161, 2017.

[Bibtex]`@article{MokhtariEtal17a, Author = {A. Mokhtari and Q. Ling and A. Ribeiro}, Citations = {0}, Journal = {IEEE Trans. Signal. Process.}, Month = {January}, Number = {1}, Pages = {146-161}, Pdf = {http://www.seas.upenn.edu/~aryanm/wiki/NNDOM.pdf}, Pubtype = {Journal}, Title = {Network {Newton} Distributed Optimization Methods}, Volume = {65}, Year = {2017}}`

### 2016

- A. Mokhtari, W. Shi, Q. Ling, and A. Ribeiro, “A decentralized second-order method with exact linear convergence rate for consensus optimization,” Ieee trans. signal and info. process. over networks, vol. 2, iss. 4, pp. 507-522, 2016.

[Bibtex]`@article{MokhtariEtal16b, Author = {A. Mokhtari and W. Shi and Q. Ling and A. Ribeiro}, Citations = {0}, Journal = {IEEE Trans. Signal and Info. Process. over Networks}, Month = {December}, Number = {4}, Pages = {507-522}, Pdf = {http://arxiv.org/pdf/1602.00596v1.pdf}, Pubtype = {Journal}, Title = {A Decentralized Second-Order Method with Exact Linear Convergence Rate for Consensus Optimization}, Volume = {2}, Year = {2016}}`

- S. Paternain and A. and Ribeiro, “Online learning of feasible strategies in unknonw environments,” Ieee transactions on automatic control, vol. 62, iss. 6, p. 2807–2822, 2016.

[Bibtex]`@article{PaternainRibeiro16, Author = {S. Paternain and and A. Ribeiro}, Journal = {IEEE Transactions on Automatic Control}, Month = {November}, Number = {6}, Pages = {2807--2822}, Pdf = {https://ieeexplore.ieee.org/abstract/document/7740044/}, Pubtype = {Journal}, Title = {Online Learning of Feasible Strategies in Unknonw Environments}, Volume = {62}, Year = {2016}}`

- W. Huang, L. Goldsberry, N. F. Wymbs, S. T. Grafton, D. S. Bassett, and A. Ribeiro, “Graph frequency analysis of brain signals,” Ieee j. sel. topics signal process., vol. 10, iss. 7, p. 1189–1203, 2016.

[Bibtex]`@article{HuangEtal16, Author = {W. Huang and L. Goldsberry and N.F. Wymbs and S.T. Grafton and D.S. Bassett and A. Ribeiro}, Date-Modified = {2017-12-11 22:32:05 +0000}, Journal = {IEEE J. Sel. Topics Signal Process.}, Month = {October}, Number = {7}, Pages = {1189--1203}, Pdf = {https://arxiv.org/pdf/1512.00037.pdf}, Pubtype = {Journal}, Title = {Graph frequency analysis of brain signals}, Volume = {10}, Year = {2016}}`

- A. Mokhtari, W. Shi, Q. Ling, and A. Ribeiro, “DQM: Decentralized quadratically approximated alternating direction method of multipliers,” Ieee trans. signal process., vol. 64, iss. 19, p. 5158–5173, 2016.

[Bibtex]`@article{MokhtariEtal16a, Author = {A. Mokhtari and W. Shi and Q. Ling and A. Ribeiro}, Citations = {0}, Journal = {IEEE Trans. Signal Process.}, Month = {October}, Number = {19}, Pages = {5158--5173}, Pdf = {https://arxiv.org/pdf/1508.02073v1.pdf}, Pubtype = {Journal}, Title = {{DQM}: {Decentralized} Quadratically Approximated Alternating Direction Method of Multipliers}, Volume = {64}, Year = {2016}}`

- S. Segarra, M. Eisen, G. Egan, and A. Ribeiro, “Attributing the authorship of the henry vi plays by word adjacency,” Shakespeare quarterly, vol. 67, iss. 2, pp. 232-256, 2016.

[Bibtex]`@article{SegarraEtal16a, Author = {S. Segarra and M. Eisen and G. Egan and A. Ribeiro}, Journal = {Shakespeare Quarterly}, Pubtype = {Journal}, Title = {Attributing the Authorship of the Henry VI Plays by Word Adjacency}, Volume = {67}, Number = {2}, Month = {October}, Pages = {232-256}, Year = {2016}}`

- A. Simonetto, A. Mokhtari, A. Koppel, G. Leus, and A. Ribeiro, “A class of prediction-correction methods for time-varying convex optimization,” Ieee trans. signal process., vol. 64, iss. 17, pp. 4576-4591, 2016.

[Bibtex]`@article{SimonettoEtal16, Author = {A. Simonetto and A. Mokhtari and A. Koppel and G. Leus and A. Ribeiro}, Citations = {0}, Journal = {IEEE Trans. Signal Process.}, Month = {September}, Volume = {64}, Number = {17}, Pages = {4576-4591}, Pdf = {http://arxiv.org/pdf/1509.05196v1.pdf}, Pubtype = {Journal}, Title = {A Class of Prediction-Correction Methods for Time-Varying Convex Optimization}, Year = {2016}}`

- S. Segarra, A. G. Marques, G. Leus, and A. Ribeiro, “Reconstruction of graph signals through percolation from seeding nodes,” Ieee trans. signal process., vol. 64, iss. 16, pp. 4363-4378, 2016.

[Bibtex]`@article{SegarraEtal16, Author = {S. Segarra and A. G. Marques and G. Leus and A. Ribeiro}, Journal = {IEEE Trans. Signal Process.}, Month = {August}, Pdf = {http://arxiv.org/pdf/1507.08364v1.pdf}, Pubtype = {Journal}, Title = {Reconstruction of Graph Signals through Percolation from Seeding Nodes}, Volume = {64}, Number = {16}, Pages = {4363-4378}, Year = {2016}}`

- A. G. Marques, S. Segarra, G. Leus, and A. Ribeiro, “Sampling of graph signals with successive local aggregations,” Ieee trans. signal process., vol. 64, iss. 7, pp. 1832-1843, 2016.

[Bibtex]`@article{MarquesEtal16, Author = {A. G. Marques and S. Segarra and G. Leus and A. Ribeiro}, Journal = {IEEE Trans. Signal Process.}, Month = {April}, Number = {7}, Pages = {1832-1843}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/2016_marques_etal.pdf}, Pubtype = {Journal}, Title = {Sampling of Graph Signals with Successive Local Aggregations}, Volume = {64}, Year = {2016}}`

- A. Mokhtari and A. Ribeiro, “Dsa: decentralized double stochastic averaging gradient algorithm,” J. machine learning research, vol. 17, iss. 61, pp. 1-35, 2016.

[Bibtex]`@article{MokhtariRibeiro16, Author = {A. Mokhtari and A. Ribeiro}, Citations = {0}, Journal = {J. Machine Learning Research}, Month = {March}, Number = {61}, Pages = {1-35}, Pdf = {http://jmlr.org/papers/volume17/15-292/15-292.pdf}, Pubtype = {Journal}, Title = {DSA: Decentralized Double Stochastic Averaging Gradient Algorithm}, Volume = {17}, Year = {2016}}`

- W. Huang and A. Ribeiro, “Metrics in the space of high order networks,” Ieee trans. signal process., vol. 64, iss. 3, p. 615–629, 2016.

[Bibtex]`@article{HuangRibeiro16, Author = {W. Huang and A. Ribeiro}, Date-Modified = {2017-12-11 22:31:55 +0000}, Journal = {IEEE Trans. Signal Process.}, Month = {February}, Number = {3}, Pages = {615--629}, Pdf = {https://arxiv.org/pdf/1507.01994.pdf}, Pubtype = {Journal}, Title = {Metrics in the space of high order networks}, Volume = {64}, Year = {2016}}`

- S. Segarra and A. Ribeiro, “Stability and continuity of centrality measures in weighted graphs,” Ieee trans. signal process., vol. 64, iss. 3, pp. 543-555, 2016.

[Bibtex]`@article{SegarraRibeiro16, Author = {S. Segarra and A. Ribeiro}, Journal = {IEEE Trans. Signal Process.}, Month = {February}, Number = {3}, Pages = {543-555}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/2016_segarra_ribeiro.pdf}, Pubtype = {Journal}, Title = {Stability and Continuity of Centrality Measures in Weighted Graphs}, Volume = {64}, Year = {2016}}`

### 2015

- K. Gatsis, M. Pajic, A. Ribeiro, and G. Pappas, “Opportunistic control over shared wireless channels,” Ieee trans. autom. control, vol. 60, iss. 12, pp. 3140-3155, 2015.

[Bibtex]`@article{GatsisEtal15, Author = {K. Gatsis and M. Pajic and A. Ribeiro and G. Pappas}, Journal = {IEEE Trans. Autom. Control}, Month = {December}, Number = {12}, Pages = {3140-3155}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/2015_gatsis_etal.pdf}, Pubtype = {Journal}, Title = {Opportunistic control over shared wireless channels}, Volume = {60}, Year = {2015}}`

- A. Mokhtari and A. Ribeiro, “Global convergence of online limited memory BFGS,” J. machine learning research, vol. 16, pp. 3151-3181, 2015.

[Bibtex]`@article{MokhtariRibeiro15, Author = {A. Mokhtari and A. Ribeiro}, Journal = {J. Machine Learning Research}, Month = {December}, Pages = {3151-3181}, Pdf = {http://jmlr.org/papers/volume16/mokhtari15a/mokhtari15a.pdf}, Pubtype = {Journal}, Title = {Global convergence of online limited memory {BFGS}}, Volume = {16}, Year = {2015}}`

- P. Molavi, C. Eksin, A. Ribeiro, and A. Jadbabaie, “Learning to coordinate in social networks,” Operations research, vol. 64, iss. 3, p. 605–621, 2015.

[Bibtex]`@article{MolaviEtal15, Author={P. Molavi and C. Eksin and A. Ribeiro and A. Jadbabaie}, Journal={Operations Research}, Number = {3}, Pages = {605--621}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/2015_molavi_etal.pdf}, Pubtype = {Journal}, Month = {November}, Title = {Learning to coordinate in social networks}, Volume = {64}, Year = {2015}}`

- C. Eksin, H. Delic, and A. Ribeiro, “Demand response management in smart grids with heterogeneous consumer preferences,” Ieee trans. smart grid, vol. 6, iss. 6, pp. 3082-3094, 2015.

[Bibtex]`@article{EksinEtal15, Author = {C. Eksin and H. Delic and A. Ribeiro}, Citations = {0}, Journal = {IEEE Trans. Smart Grid}, Month = {November}, Note = {Available at {\footnotesize {http://www.seas.upenn.edu/~aribeiro/wiki}}}, Number = {6}, Pages = {3082 - 3094}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/2015_eksin_etal.pdf}, Pubtype = {Journal}, Title = {Demand response management in smart grids with heterogeneous consumer preferences}, Volume = {6}, Year = {2015}}`

- S. Segarra, M. Eisen, and A. Ribeiro, “Authorship attribution through function word adjacency networks,” Ieee trans. signal process., vol. 63, iss. 20, pp. 5464-5478, 2015.

[Bibtex]`@article{SegarraEtal15a, Author = {S. Segarra and M. Eisen and A. Ribeiro}, Journal = {IEEE Trans. Signal Process.}, Month = {October}, Number = {20}, Pages = {5464-5478}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/2015_segarra_etal_a.pdf}, Pubtype = {Journal}, Title = {Authorship attribution through function word adjacency networks}, Volume = {63}, Year = {2015}}`

- A. Koppel, F. Jakubiec, and A. Ribeiro, “A saddle point algorithm for networked online convex optimization,” Ieee trans. signal process., vol. 63, iss. 19, pp. 5149-5164, 2015.

[Bibtex]`@article{KoppelEtal15, Author = {A. Koppel and F. Jakubiec and A. Ribeiro}, Journal = {IEEE Trans. Signal Process.}, Month = {October}, Note = {Available at {\footnotesize {http://www.seas.upenn.edu/~aribeiro/wiki}}}, Number = {19}, Pages = {5149 - 5164}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/2015_koppel_etal.pdf}, Pubtype = {Journal}, Title = {A saddle point algorithm for networked online convex optimization}, Volume = {63}, Year = {2015}}`

- Q. Ling, W. Shi, G. Wu, and A. Ribeiro, “Dlm: decentralized linearized alternating direction method of multipliers,” Ieee trans. signal process., vol. 63, iss. 15, pp. 4051-4064, 2015.

[Bibtex]`@article{LingRibeiro15, Author = {Q. Ling and Wei Shi and Gang Wu and A. Ribeiro}, Citations = {0}, Journal = {IEEE Trans. Signal Process.}, Month = {August}, Note = {Available at {\footnotesize {http://www.seas.upenn.edu/~aribeiro/wiki}}}, Number = {15}, Pages = {4051-4064}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/2015_ling_etal.pdf}, Pubtype = {Journal}, Title = {DLM: Decentralized linearized alternating direction method of multipliers}, Volume = {63}, Year = {2015}}`

- S. Segarra, W. Huang, and A. Ribeiro, “Diffusion and superposition distances for signals supported on networks,” Ieee trans. signal info process. over networks, vol. 1, iss. 1, pp. 20-32, 2015.

[Bibtex]`@article{SegarraEtal15b, Author = {S. Segarra and W. Huang and A. Ribeiro}, Date-Modified = {2017-12-11 22:32:20 +0000}, Journal = {IEEE Trans. Signal Info Process. over Networks}, Month = {March}, Number = {1}, Pages = {20-032}, Pdf = {https://arxiv.org/pdf/1411.7443.pdf}, Pubtype = {Journal}, Title = {Diffusion and superposition distances for signals supported on networks}, Volume = {1}, Year = {2015}}`

### 2014

- A. Mokhtari and A. Ribeiro, “RES: Regularized stochastic BFGS algorithm,” Ieee trans. signal process., vol. 62, iss. 23, pp. 6089-6104, 2014.

[Bibtex]`@article{MokhtariRibeiro14, AUTHOR= "A. Mokhtari and A. Ribeiro", TITLE= "{RES}: {Regularized} stochastic {BFGS} algorithm", JOURNAL= "IEEE Trans. Signal Process.", VOLUME= "62", NUMBER= "23", PAGES= "6089-6104", MONTH= "December", YEAR= "2014", NOTE= "", PDF= "https://arxiv.org/pdf/1401.7625v1.pdf", CITATIONS = "", PUBTYPE= "Journal"}`

- K. Gatsis, A. Ribeiro, and G. Pappas, “Optimal power management in wireless control systems,” Ieee trans. autom. control, vol. 59, iss. 6, pp. 1495-1510, 2014.

[Bibtex]`@article{GatsisEtal14, AUTHOR= "K. Gatsis and A. Ribeiro and G. Pappas", TITLE= "Optimal power management in wireless control systems", JOURNAL= "IEEE Trans. Autom. Control", VOLUME= "59", NUMBER= "6", PAGES= "1495-1510", MONTH= "June", YEAR= "2014", NOTE= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2014_gatsis_etal.pdf", CITATIONS = "0", PUBTYPE= "Journal"}`

- C. Eksin, P. Molavi, A. Ribeiro, and A. Jadbabaie, “Bayesian quadratic network game filters,” Ieee trans. signal process., vol. 62, iss. 9, pp. 2250-2264, 2014.

[Bibtex]`@article{EksinEtal14, AUTHOR= "C. Eksin and P. Molavi and A. Ribeiro and A. Jadbabaie", TITLE= "Bayesian quadratic network game filters", JOURNAL= "IEEE Trans. Signal Process.", VOLUME= "62", NUMBER= "9", PAGES= "2250 - 2264", MONTH= "May", YEAR= "2014", NOTE= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2014_eksin_etal.pdf", CITATIONS = "0", PUBTYPE= "Journal"}`

- M. Zargham, A. Ribeiro, A. Jadbabaie, and A. Ozdaglar, “Accelerated dual descent for network optimization,” Ieee trans. autom. control, vol. 59, iss. 4, pp. 905-920, 2014.

[Bibtex]`@article{ZarghamEtal14, AUTHOR= "M. Zargham and A. Ribeiro and A. Jadbabaie and A. Ozdaglar", TITLE= "Accelerated dual descent for network optimization", JOURNAL= "IEEE Trans. Autom. Control", VOLUME= "59", NUMBER= "4", PAGES= "905 - 920", MONTH= "April", YEAR= "2014", NOTE= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2014_zargham_etal.pdf", CITATIONS = "0", PUBTYPE= "Journal"}`

- Q. Ling and A. Ribeiro, “Decentralized dynamic optimization through the alternating direction method of multipliers,” Ieee trans. signal process., vol. 62, iss. 5, pp. 1185-1197, 2014.

[Bibtex]`@article{LingRibeiro14, AUTHOR= "Q. Ling and A. Ribeiro", TITLE= "Decentralized dynamic optimization through the alternating direction method of multipliers", JOURNAL= "IEEE Trans. Signal Process.", VOLUME= "62", NUMBER= "5", PAGES= "1185 - 1197", MONTH= "March", YEAR= "2014", NOTE= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2014_ling_ribeiro.pdf", CITATIONS = "0", PUBTYPE= "Journal"}`

### 2013

- Y. Hu and A. Ribeiro, “Optimal wireless communications with imperfect channel state information,” Ieee trans. signal process., vol. 61, iss. 11, pp. 2751-2766, 2013.

[Bibtex]`@article{HuRibeiro13, AUTHOR= "Y. Hu and A. Ribeiro", TITLE= "Optimal wireless communications with imperfect channel state information", JOURNAL= "IEEE Trans. Signal Process.", VOLUME= "61", NUMBER= "11", PAGES= "2751-2766", MONTH= "June", YEAR= "2013", NOTE= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2013_hu_ribeiro.pdf", CITATIONS = "0", PUBTYPE= "Journal"}`

- C. Eksin, P. Molavi, A. Ribeiro, and A. Jadbabaie, “Learning in network games with incomplete information,” Ieee signal process. mag., vol. 30, iss. 3, pp. 30-42, 2013.

[Bibtex]`@article{EksinEtal13, AUTHOR= "C. Eksin and P. Molavi and A. Ribeiro and A. Jadbabaie", TITLE= "Learning in network games with incomplete information", JOURNAL= "IEEE Signal Process. Mag.", VOLUME= "30", NUMBER= "3", PAGES= "30-42", MONTH= "May", YEAR= "2013", NOTE= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2013_eksin_etal.pdf", CITATIONS = "0", PUBTYPE= "Journal"}`

- J. Fink, A. Ribeiro, and V. Kumar, “Algorithms for controlling mobility while maintaining robust wireless connectivity,” Ieee access, vol. 1, iss. 1, pp. 290-309, 2013.

[Bibtex]`@article{FinkEtal13, AUTHOR= "J. Fink and A. Ribeiro and V. Kumar", TITLE= "Algorithms for controlling mobility while maintaining robust wireless connectivity", JOURNAL= "IEEE Access", VOLUME= "1", NUMBER= "1", PAGES= "290-309", MONTH= "May", YEAR= "2013", NOTE= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2013_fink_etal.pdf", CITATIONS = "0", PUBTYPE= "Journal"}`

- F. Jakubiec and A. Ribeiro, “D-map: distributed maximum a posteriori probability estimation of dynamic systems,” Ieee trans. signal process., vol. 61, iss. 2, pp. 450-466, 2013.

[Bibtex]`@article{JakubiecRibeiro13, AUTHOR= "F. Jakubiec and A. Ribeiro", TITLE= "D-MAP: Distributed maximum a posteriori probability estimation of dynamic systems", JOURNAL= "IEEE Trans. Signal Process.", VOLUME= "61", NUMBER= "2", PAGES= "450-466", MONTH= "February", YEAR= "2013", NOTE= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2013_jakubiec_ribeiro.pdf", CITATIONS = "0", PUBTYPE= "Journal"}`

- M. Zavlanos, A. Ribeiro, and G. Pappas, “Network integrity in mobile robotic networks,” Ieee trans. autom. control, vol. 58, iss. 1, pp. 3-18, 2013.

[Bibtex]`@article{ZavlanosEtal13, AUTHOR= "M. Zavlanos and A. Ribeiro and G. Pappas", TITLE= "Network integrity in mobile robotic networks", JOURNAL= "IEEE Trans. Autom. Control", VOLUME= "58", NUMBER= "1", PAGES= "3-18", MONTH= "January", YEAR= "2013", NOTE= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2013_zavlanos_etal.pdf", CITATIONS = "0", PUBTYPE= "Journal"}`

### 2012

- C. Eksin and A. Ribeiro, “Distributed network optimization with heuristic rational agents,” Ieee trans. signal process., vol. 60, iss. 10, pp. 5396-5411, 2012.

[Bibtex]`@article{EksinRibeiro12, AUTHOR= "C. Eksin and A. Ribeiro", TITLE= "Distributed network optimization with heuristic rational agents", JOURNAL= "IEEE Trans. Signal Process.", VOLUME= "60", NUMBER= "10", PAGES= "5396-5411 ", MONTH= "October", YEAR= "2012", NOTE= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2012_eksin_ribeiro.pdf", CITATIONS = "0", PUBTYPE= "Journal"}`

- Y. Hu and A. Ribeiro, “Optimal wireless networks based on local channel state information,” Ieee trans. signal process., vol. 60, iss. 9, pp. 4913-4929, 2012.

[Bibtex]`@article{HuRibeiro12, AUTHOR= "Y. Hu and A. Ribeiro", TITLE= "Optimal wireless networks based on local channel state information", JOURNAL= "IEEE Trans. Signal Process.", VOLUME= "60", NUMBER= "9", PAGES= "4913-4929", MONTH= "September", YEAR= "2012", NOTE= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2012_hu_ribeiro.pdf", CITATIONS = "0", PUBTYPE= "Journal"}`

- A. Ribeiro, “Optimal resource allocation in wireless communication and networking,” Eurasip j. wireless commun., networking, vol. 2012, iss. 272, 2012.

[Bibtex]`@article{Ribeiro12, AUTHOR= "A. Ribeiro", TITLE= "Optimal resource allocation in wireless communication and networking", JOURNAL= "EURASIP J. Wireless Commun., Networking", VOLUME= "2012", NUMBER= "272", PAGES= "", MONTH= "August", YEAR= "2012", NOTE= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2012_ribeiro.pdf", CITATIONS = "0", PUBTYPE= "Journal"}`

- J. LeNy, A. Ribeiro, and G. Pappas, “Adaptive communication-constrained deployment of unmanned vehicle systems,” Ieee j. sel. areas commun., vol. 30, iss. 5, pp. 923-934, 2012.

[Bibtex]`@article{LenyEtal12, AUTHOR= "J. LeNy and A. Ribeiro and G. Pappas", TITLE= "Adaptive communication-constrained deployment of unmanned vehicle systems", JOURNAL= "IEEE J. Sel. Areas Commun.", VOLUME= "30", NUMBER= "5", PAGES= "923-934", MONTH= "June", YEAR= "2012", NOTE= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2012_leny_etal.pdf", CITATIONS = "0", PUBTYPE= "Journal"}`

- J. Fink, A. Ribeiro, and V. Kumar, “Robust control for mobility and wireless communication in cyber-physical systems with application to robot teams,” Proc. of the ieee, vol. 100, iss. 1, pp. 164-178, 2012.

[Bibtex]`@article{FinkEtal12, AUTHOR= "J. Fink and A. Ribeiro and V. Kumar", TITLE= "Robust control for mobility and wireless communication in cyber-physical systems with application to robot teams", JOURNAL= "Proc. of the IEEE", VOLUME= "100", NUMBER= "1", PAGES= "164-178", MONTH= "January", YEAR= "2012", NOTE= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2012_fink_etal.pdf", CITATIONS = "0", PUBTYPE= "Journal"}`

### 2011

- Y. Hu and A. Ribeiro, “Adaptive distributed algorithms for optimal random access channels,” Ieee trans. wireless commun., vol. 10, iss. 8, pp. 2703-2715, 2011.

[Bibtex]`@article{HuRibeiro11, AUTHOR= "Y. Hu and A. Ribeiro", TITLE= "Adaptive distributed algorithms for optimal random access channels", JOURNAL= "IEEE Trans. Wireless Commun.", VOLUME= "10", NUMBER= "8", PAGES= "2703-2715", MONTH= "August", YEAR= "2011", NOTE= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2011_hu_ribeiro.pdf", CITATIONS = "0", PUBTYPE= "Journal"}`

### 2010

- A. Ribeiro, “Ergodic stochastic optimization algorithms for wireless communication and networking,” Ieee trans. signal process., vol. 58, iss. 12, pp. 6369-6386, 2010.

[Bibtex]`@article{Ribeiro10, AUTHOR= "A. Ribeiro", TITLE= "Ergodic stochastic optimization algorithms for wireless communication and networking", JOURNAL= "IEEE Trans. Signal Process.", VOLUME= "58", NUMBER= "12", PAGES= "6369-6386", MONTH= "December", YEAR= "2010", NOTE= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2010_ribeiro.pdf", CITATIONS = "0", PUBTYPE= "Journal"}`

- A. Ribeiro and G. Giannakis, “Separation principles in wireless networking,” Ieee trans. inf. theory, vol. 56, iss. 9, pp. 4488-4505, 2010.

[Bibtex]`@article{RibeiroGiannakis10, AUTHOR= "A. Ribeiro and G. Giannakis", TITLE= "Separation principles in wireless networking", JOURNAL= "IEEE Trans. Inf. Theory", VOLUME= "56", NUMBER= "9", PAGES= "4488-4505", MONTH= "September", YEAR= "2010", NOTE= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2010_ribeiro_giannakis.pdf", CITATIONS = "0", PUBTYPE= "Journal"}`

- N. Gatsis, A. Ribeiro, and G. Giannakis, “A class of convergent algorithms for resource allocation in wireless fading networks,” Ieee trans. wireless commun., vol. 9, iss. 5, pp. 1808-1823, 2010.

[Bibtex]`@article{GatsisEtal10, AUTHOR= "N. Gatsis and A. Ribeiro and G. Giannakis", TITLE= "A class of convergent algorithms for resource allocation in wireless fading networks", JOURNAL= "IEEE Trans. Wireless Commun.", VOLUME= "9", NUMBER= "5", PAGES= "1808-1823", MONTH= "May", YEAR= "2010", NOTE= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2010_gatsis_etal.pdf", CITATIONS = "0", PUBTYPE= "Journal"}`

- A. Ribeiro, I. Schizas, S. Roumeliotis, and G. Giannakis, “Kalman filtering in wireless sensor networks – incorporating communication cost in state estimation problems,” Ieee control systems mag., vol. 30, iss. 2, pp. 66-86, 2010.

[Bibtex]`@article{RibeiroEtal10, AUTHOR= "A. Ribeiro and I. Schizas and S. Roumeliotis and G. Giannakis", TITLE= "Kalman filtering in wireless sensor networks -- Incorporating communication cost in state estimation problems", JOURNAL= "IEEE Control Systems Mag.", VOLUME= "30", NUMBER= "2", PAGES= "66-86", MONTH= "April", YEAR= "2010", NOTE= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2010_ribeiro_etal.pdf", CITATIONS = "0", PUBTYPE= "Journal"}`

### 2008

- A. Ribeiro, N. Sidiropoulos, and G. Giannakis, “Optimal distributed stochastic routing algorithms for wireless multihop networks,” Ieee trans. wireless commun., vol. 7, iss. 11, pp. 4261-4272, 2008.

[Bibtex]`@article{RibeiroEtal08, AUTHOR= "A. Ribeiro and N. Sidiropoulos and G. Giannakis", TITLE= "Optimal distributed stochastic routing algorithms for wireless multihop networks", JOURNAL= "IEEE Trans. Wireless Commun.", VOLUME= "7", NUMBER= "11", PAGES= "4261-4272", MONTH= "November", YEAR= "2008", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2008_ribeiro_etal.pdf", CITATIONS = "7", PUBTYPE= "Journal"}`

- E. Msechu, S. Roumeliotis, A. Ribeiro, and G. Giannakis, “Decentralized quantized kalman filtering with scalable communication cost,” Ieee trans. signal process., vol. 56, iss. 8, pp. 3727-3741, 2008.

[Bibtex]`@article{MsechuEtal08, AUTHOR= "E. Msechu and S. Roumeliotis and A. Ribeiro and G. Giannakis", TITLE= "Decentralized Quantized Kalman Filtering with Scalable Communication Cost", JOURNAL= "IEEE Trans. Signal Process.", VOLUME= "56", NUMBER= "8", PAGES= "3727-3741", MONTH= "August", YEAR= "2008", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2008_msechu_etal.pdf", CITATIONS = "7", NOTE = "Puta carajo", PUBTYPE= "Journal"}`

- A. Cano-Pleite, T. Wang, A. Ribeiro, and G. Giannakis, “Link-adaptive distributed coding for multi-source cooperation,” Eurasip j. advances signal process., vol. 2008, iss. 2, p. 12 pages Article ID 352796, 2008.

[Bibtex]`@article{CanoPleiteEtal08, AUTHOR= "A. Cano-Pleite and T. Wang and A. Ribeiro and G. Giannakis", TITLE= "Link-adaptive distributed coding for multi-source cooperation", JOURNAL= "EURASIP J. Advances Signal Process.", VOLUME= "2008", NUMBER= "2", PAGES= "12 pages Article ID 352796", MONTH= "June", YEAR= "2008", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2008_canopleite_etal.pdf", CITATIONS = "4", PUBTYPE= "Journal"}`

- I. Schizas, G. Giannakis, S. Roumeliotis, and A. Ribeiro, “Consensus in ad hoc wsns with noisy links – part ii: distributed estimation and smoothing of random signals,” Ieee trans. signal process., vol. 56, iss. 4, pp. 1650-1666, 2008.

[Bibtex]`@article{SchizasEtal08a, AUTHOR= "I. Schizas and G. Giannakis and S. Roumeliotis and A. Ribeiro", TITLE= "Consensus in ad hoc WSNs with noisy links - part II: distributed estimation and smoothing of random signals", JOURNAL= "IEEE Trans. Signal Process.", VOLUME= "56", NUMBER= "4", PAGES= "1650-1666", MONTH= "April", YEAR= "2008", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2008_schizas_etal_a.pdf", CITATIONS = "28", PUBTYPE= "Journal"}`

- I. Schizas, A. Ribeiro, and G. Giannakis, “Consensus in ad hoc wsns with noisy links – part i: distributed estimation of deterministic signals,” Ieee trans. signal process., vol. 56, iss. 1, pp. 350-364, 2008.

[Bibtex]`@article{SchizasEtal08, AUTHOR= "I. Schizas and A. Ribeiro and G. Giannakis", TITLE= "Consensus in ad hoc WSNs with noisy links - part I: distributed estimation of deterministic signals", JOURNAL= "IEEE Trans. Signal Process.", VOLUME= "56", NUMBER= "1", PAGES= "350-364", MONTH= "January", YEAR= "2008", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2008_schizas_etal.pdf", CITATIONS = "79", PUBTYPE= "Journal"}`

### 2007

- A. Ribeiro, R. Wang, and G. Giannakis, “Multi-source cooperation with full-diversity spectral-efficiency and controllable-complexity,” Ieee j. sel. areas commun., vol. 25, iss. 2, pp. 415-425, 2007.

[Bibtex]`@article{RibeiroEtal07a, AUTHOR= "A. Ribeiro and R. Wang and G. Giannakis", TITLE= "Multi-source cooperation with full-diversity spectral-efficiency and controllable-complexity", JOURNAL= "IEEE J. Sel. Areas Commun.", VOLUME= "25", NUMBER= "2", PAGES= "415-425", MONTH= "February", YEAR= "2007", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2007_ribeiro_etal_a.pdf", CITATIONS = "14", PUBTYPE= "Journal"}`

- A. Ribeiro, N. Sidiropoulos, G. Giannakis, and Y. Yu, “Achieving wireline random access throughput in wireless networking via user cooperation,” Ieee trans. inf. theory, vol. 53, iss. 2, pp. 732-758, 2007.

[Bibtex]`@article{RibeiroEtal07, AUTHOR= "A. Ribeiro and N. Sidiropoulos and G. Giannakis and Y. Yu", TITLE= "Achieving wireline random access throughput in wireless networking via user cooperation", JOURNAL= "IEEE Trans. Inf. Theory", VOLUME= "53", NUMBER= "2", PAGES= "732-758", MONTH= "February", YEAR= "2007", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2007_ribeiro_etal.pdf", CITATIONS = "12", PUBTYPE= "Journal"}`

### 2006

- A. Ribeiro, G. Giannakis, and S. Roumeliotis, “Soi-kf: distributed kalman filtering with low-cost communications using the sign of innovations,” Ieee trans. signal process., vol. 54, iss. 12, pp. 4782-4795, 2006.

[Bibtex]`@article{RibeiroEtal06a, AUTHOR= "A. Ribeiro and G. Giannakis and S. Roumeliotis", TITLE= "SOI-KF: Distributed Kalman filtering with low-cost communications using the sign of innovations", JOURNAL= "IEEE Trans. Signal Process.", VOLUME= "54", NUMBER= "12", PAGES= "4782-4795", MONTH= "December", YEAR= "2006", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2006_ribeiro_etal_a.pdf", CITATIONS = "73", PUBTYPE= "Journal"}`

- A. Ribeiro, X. Cai, and G. Giannakis, “Opportunistic multipath for bandwidth-efficient cooperative multiple access,” Ieee trans. wireless commun., vol. 5, iss. 9, pp. 2321-2327, 2006.

[Bibtex]`@article{RibeiroEtal06, AUTHOR= "A. Ribeiro and X. Cai and G. Giannakis", TITLE= "Opportunistic multipath for bandwidth-efficient cooperative multiple access", JOURNAL= "IEEE Trans. Wireless Commun.", VOLUME= "5", NUMBER= "9", PAGES= "2321-2327", MONTH= "September", YEAR= "2006 ", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2006_ribeiro_etal.pdf", CITATIONS = "11", PUBTYPE= "Journal"}`

- A. Ribeiro and G. Giannakis, “Bandwidth-constrained distributed estimation for wireless sensor networks – part ii: unknown pdf,” Ieee trans. signal process., vol. 54, iss. 7, pp. 2784-2796, 2006.

[Bibtex]`@article{RibeiroGiannakis06b, AUTHOR= "A. Ribeiro and G. Giannakis", TITLE= "Bandwidth-constrained distributed estimation for wireless sensor networks - part II: unknown pdf", JOURNAL= "IEEE Trans. Signal Process.", VOLUME= "54", NUMBER= "7", PAGES= "2784-2796", MONTH= "July", YEAR= "2006", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2006_ribeiro_giannakis_b.pdf", CITATIONS = "99", PUBTYPE= "Journal"}`

- J. -J. Xiao, A.Ribeiro, T. Luo, and G. Giannakis, “Distributed compression-estimation using wireless sensor networks,” Ieee signal process. mag., vol. 23, iss. 4, pp. 27-41, 2006.

[Bibtex]`@article{XiaoEtal06, AUTHOR= "J.-J. Xiao and A.Ribeiro and T. Luo and G. Giannakis", TITLE= "Distributed compression-estimation using wireless sensor networks", JOURNAL= "IEEE Signal Process. Mag.", VOLUME= "23", NUMBER= "4", PAGES= "27-41", MONTH= "July", YEAR= "2006", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2006_xiao_etal.pdf", CITATIONS = "94", PUBTYPE= "Journal"}`

- A. Ribeiro and G. Giannakis, “Bandwidth-constrained distributed estimation for wireless sensor networks – part i: gaussian case,” Ieee trans. signal process., vol. 54, iss. 3, pp. 1131-1143, 2006.

[Bibtex]`@article{RibeiroGiannakis06a, AUTHOR= "A. Ribeiro and G. Giannakis", TITLE= "Bandwidth-constrained distributed estimation for wireless sensor networks - part I: Gaussian case", JOURNAL= "IEEE Trans. Signal Process.", VOLUME= "54", NUMBER= "3", PAGES= "1131-1143", MONTH= "March", YEAR= "2006", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2006_ribeiro_giannakis_a.pdf", CITATIONS = "140", PUBTYPE= "Journal"}`

- A. Ribeiro and G. Giannakis, “Fixed and random access cooperative networks,” Eurasip newsletter, vol. 17, iss. 1, pp. 3-24, 2006.

[Bibtex]`@article{RibeiroGiannakis06, AUTHOR= "A. Ribeiro and G. Giannakis", TITLE= "Fixed and random access cooperative networks", JOURNAL= "EURASIP Newsletter", VOLUME= "17", NUMBER= "1", PAGES= "3-24", MONTH= "March", YEAR= "2006", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2006_ribeiro_giannakis.pdf", CITATIONS = "10", PUBTYPE= "Journal"}`

### 2005

- A. Ribeiro, X. Cai, and G. Giannakis, “Symbol error probabilities for general cooperative links,” Ieee trans. wireless commun., vol. 4, iss. 3, pp. 1264-1273, 2005.

[Bibtex]`@article{RibeiroEtal05, AUTHOR= "A. Ribeiro and X. Cai and G. Giannakis", TITLE= "Symbol error probabilities for general cooperative links", JOURNAL= "IEEE Trans. Wireless Commun.", VOLUME= "4", NUMBER= "3", PAGES= "1264-1273", MONTH= "May", YEAR= "2005", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/2005_ribeiro_etal.pdf", CITATIONS = "321", PUBTYPE= "Journal"}`

# Conference Papers

### 2018

- S. Paternain, M. Morari, and A. Ribeiro, “A prediction-correction method for model predictive control,” in Proc. american control conference, 2018.

[Bibtex]`@inproceedings{cPaternainEtal18a, Author = {S. Paternain and M. Morari and A. Ribeiro}, Booktitle = {Proc. American Control Conference}, Citations = {0}, Month = {June 27-29}, Nummonth = {11}, Organization = {Milwaukee, WI}, Pdf = {https://koppel.bitballoon.com/assets/papers/c_2018_tolstaya.pdf}, Pubtype = {Conference}, Title = {A Prediction-Correction Method for Model Predictive Control}, Year = {2018}}`

- E. Tolstaya, A. Koppel, E. Stump, and A. Ribeiro, “Nonparametric stochastic compositional gradient descent for q-learning in continuous markov decision problems,” in Proc. american control conference, 2018.

[Bibtex]`@inproceedings{cTolstayaEtal18a, Author = {E. Tolstaya and A. Koppel and E. Stump and A. Ribeiro}, Booktitle = {Proc. American Control Conference}, Citations = {0}, Month = {June 27-29}, Nummonth = {11}, Organization = {Milwaukee, WI}, Pdf = {https://koppel.bitballoon.com/assets/papers/c_2018_tolstaya.pdf}, Pubtype = {Conference}, Title = {Nonparametric Stochastic Compositional Gradient Descent for Q-Learning in Continuous Markov Decision Problems}, Year = {2018}}`

- A. Koppel, A. Mokhtari, and A. Ribeiro, “Parallel stochastic successive convex approximation method for large-scale dictionary learning,” in Proc. int. conf. acoustics speech signal process., 2018, p. (submitted).

[Bibtex]`@inproceedings{cKoppelEtal18a, Author = {A. Koppel and A. Mokhtari and A. Ribeiro}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Month = {Apr. 15-20}, Organization = {Calgary, Canada}, Pages = {(submitted)}, Pdf = {https://koppel.bitballoon.com/assets/papers/c_2018_koppel_etal_a.pdf}, Pubtype = {Conference}, Title = {Parallel Stochastic Successive Convex Approximation Method for Large-Scale Dictionary Learning}, Year = {2018}}`

- A. Koppel, S. Paternain, C. Richard, and A. Ribeiro, “Decentralized online nonparametric learning,” in Proc. asilomar conf. on signals, systems, computers., 2018, p. (submitted).

[Bibtex]`@inproceedings{cKoppelEtal18b, Author = {A. Koppel and S. Paternain and C. Richard and A. Ribeiro}, Booktitle = {Proc. Asilomar Conf. on Signals, Systems, Computers.}, Month = {Oct. 28-31}, Organization = {Pacific Grove, CA}, Pages = {(submitted)}, Pdf = {https://koppel.bitballoon.com/assets/papers/c_2018_koppel_etal_a.pdf}, Pubtype = {Conference}, Title = {Decentralized Online Nonparametric Learning}, Year = {2018}}`

- M. Eisen, K. Gatsis, G. J. Pappas, and A. Ribeiro, “Learning in non-stationary wireless control systems via newton’s method,” in Proc. american control conference, 2018, p. (to appear).

[Bibtex]`@inproceedings{cEisenEtal18, Author = {M. Eisen and K. Gatsis and G. J. Pappas and A. Ribeiro}, Booktitle = {Proc. American Control Conference}, Date-Added = {2017-12-11 22:21:50 +0000}, Date-Modified = {2017-12-11 22:22:47 +0000}, Month = {June}, Pages = {(to appear)}, Pdf = {http://www.seas.upenn.edu/~maeisen/wiki/acc_nonstat.pdf}, Pubtype = {Conference}, Title = {Learning in Non-Stationary Wireless Control Systems via Newton's Method}, Year = {2018}}`

- M. Eisen, K. Gatsis, G. J. Pappas, and A. Ribeiro, “Learning statistically accurate resource allocations in non-stationary wireless systems,” in Proc. int. conf. acoustics speech signal process., 2018, p. (to appear).

[Bibtex]`@inproceedings{cEisenEtal18a, Author = {M. Eisen and K. Gatsis and G. J. Pappas and A. Ribeiro}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Date-Added = {2017-12-11 22:21:50 +0000}, Date-Modified = {2017-12-11 22:22:47 +0000}, Month = {Apr.}, Pages = {(to appear)}, Pdf = {http://www.seas.upenn.edu/~maeisen/wiki/icassp_nonstat.pdf}, Pubtype = {Conference}, Title = {Learning Statistically Accurate Resource Allocations in Non-Stationary Wireless Systems}, Year = {2018}}`

- M. Eisen, K. Gatsis, G. J. Pappas, and A. Ribeiro, “Optimization of switched linear systems over non-stationary wireless channels,” in 2018 ieee 19th international workshop on signal processing advances in wireless communications (spawc), 2018, p. (to appear).

[Bibtex]`@inproceedings{cEisenEtal18b, Author = {Mark Eisen and Konstantinos Gatsis and George J. Pappas and Alejandro Ribeiro}, Booktitle = {2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)}, Month = {June}, Pages = {(to appear)}, Title = {Optimization of Switched Linear Systems over Non-Stationary Wireless Channels}, Year = {2018}}`

- M. Eisen, A. Mokhtari, and A. Ribeiro, “Large scale empirical risk minimization via truncated adaptive newton method,” in Proc. 21st international conference on artificial intelligence and statistics (aistats), 2018.

[Bibtex]`@inproceedings{cEisenEtal18c, Author = {M. Eisen and A. Mokhtari and A. Ribeiro}, Booktitle = {Proc. 21st International Conference on Artificial Intelligence and Statistics (AISTATS)}, Date-Added = {2017-12-11 22:21:50 +0000}, Date-Modified = {2017-12-11 22:22:47 +0000}, Month = {April}, Volume = {84}, Pdf = {http://proceedings.mlr.press/v84/eisen18a/eisen18a.pdf}, Pubtype = {Conference}, Title = {Large Scale Empirical Risk Minimization via Truncated Adaptive Newton Method}, Year = {2018}}`

- W. Huang, T. A. W. Bolton, J. D. Medaglia, D. S. Bassett, A. Ribeiro, and V. D. D. Ville, “Graph signal processing of human brain imaging data,” in Proc. int. conf. acoustics speech signal process., 2018, p. (to appear).

[Bibtex]`@inproceedings{cHuangEtal18a, Author = {W. Huang and T. A. W. Bolton and J. D. Medaglia and D. S. Bassett and A. Ribeiro and D. Van De Ville}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Date-Added = {2017-12-11 22:21:50 +0000}, Date-Modified = {2018-05-08 21:05:46 +0000}, Month = {Apr.}, Pages = {(to appear)}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2018_huang_etal_a.pdf}, Pubtype = {Conference}, Title = {Graph signal processing of human brain imaging data}, Year = {2018}}`

- W. Huang, A. G. Marques, and A. Ribeiro, “Matrix completion via graph signal processing,” in Proc. int. conf. acoustics speech signal process., 2018, p. (to appear).

[Bibtex]`@inproceedings{cHuangEtal18, Author = {W. Huang and A. G. Marques and A. Ribeiro}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Date-Added = {2017-12-11 22:19:56 +0000}, Date-Modified = {2018-05-08 21:05:43 +0000}, Month = {Apr.}, Pages = {(to appear)}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2018_huang_etal.pdf}, Pubtype = {Conference}, Title = {Matrix completion via graph signal processing}, Year = {2018}}`

- F. Gama, A. G. Marques, A. Ribeiro, and G. Leus, “MIMO Graph Filters for Convolutional Networks,” in 19th IEEE int. workshop signal process. advances in wireless commun., Kalamata, Greece, 2018.

[Bibtex]`@inproceedings{cGamaEtal18b, Address = {Kalamata, Greece}, Author = {Gama, F. and G. Marques, A. and Ribeiro, A. and Leus, G.}, Booktitle = {19th {IEEE} Int. Workshop Signal Process. Advances in Wireless Commun.}, Month = {25-28 June}, Publisher = {IEEE}, Pubtype = {Conference}, Title = {{MIMO Graph Filters for Convolutional Networks}}, Url = {http://arxiv.org/abs/1803.02247}, Year = {2018}, Bdsk-Url-1 = {http://arxiv.org/abs/1803.02247}}`

- F. Gama, G. Leus, A. G. Marques, and A. Ribeiro, “Convolutional Neural Networks via Node-Varying Graph Filters,” in 2018 IEEE data sci. workshop, Lausanne, Switzerland, 2018.

[Bibtex]`@inproceedings{cGamaEtal18a, Address = {Lausanne, Switzerland}, Author = {Gama, F. and Leus, G. and G. Marques, A. and Ribeiro, A.}, Booktitle = {2018 {IEEE} Data Sci. Workshop}, Month = {4-6 June}, Publisher = {IEEE}, Pubtype = {Conference}, Title = {{Convolutional Neural Networks via Node-Varying Graph Filters}}, Url = {http://arxiv.org/abs/1710.10355}, Year = {2018}, Bdsk-Url-1 = {http://arxiv.org/abs/1710.10355}}`

- F. Gama, E. Isufi, G. Leus, and A. Ribeiro, “Control of Graph Signals over Random Time-Varying Graphs,” in Proc. int. conf. acoustics speech signal process., Calgary, AB, 2018.

[Bibtex]`@inproceedings{cGamaEtal18, Address = {Calgary, AB}, Author = {Gama, F. and Isufi, E. and Leus, G. and Ribeiro, A.}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Month = {15-20 Apr.}, Publisher = {IEEE}, Pubtype = {Conference}, Title = {{Control of Graph Signals over Random Time-Varying Graphs}}, Year = {2018}}`

- L. F. O. Chamon, Y. C. Eldar, and A. Ribeiro, “Strong duality of sparse functional optimization,” in Ieee international conference in acoustic, speech, and signal processing~(icassp), 2018.

[Bibtex]`@inproceedings{cChamonRibeiro18, Author = {L.F.O. Chamon and Y.C. Eldar and A. Ribeiro}, Booktitle = {IEEE International Conference in Acoustic, Speech, and Signal Processing~(ICASSP)}, Pdf = {http://www.seas.upenn.edu/~luizf/pdf/chamon_icassp2018.pdf}, Title = {Strong duality of sparse functional optimization}, Year = {2018}}`

### 2017

- A. Mokhtari and A. Ribeiro, “First-order adaptive sample size methods to reduce complexity of empirical risk minimization,” in Advances in neural information processing systems 30 (nips 2017), 2017, pp. 2057-2065.

[Bibtex]`@inproceedings{cMokhtariRibeiro17, Author = {A. Mokhtari and A. Ribeiro}, Booktitle = {Advances in Neural Information Processing Systems 30 (NIPS 2017)}, Citations = {0}, Month = {December 4-9}, Nummonth = {12}, Organization = {Long Beach, CA}, Pages = {2057-2065}, Pdf = {https://papers.nips.cc/paper/6801-first-order-adaptive-sample-size-methods-to-reduce-complexity-of-empirical-risk-minimization.pdf}, Pubtype = {Conference}, Title = {First-Order Adaptive Sample Size Methods to Reduce Complexity of Empirical Risk Minimization}, Year = {2017}}`

- A. G. S. Segarra A. G. Marques and A. Ribeiro, “Design of weighted median graph filters,” in Proc. wrksp. comp. adv. multi-sensor adaptive process., 2017, pp. 1-5.

[Bibtex]`@inproceedings{cSegarraEtal17c, Author = {S. Segarra, A. G. Marques, G. Arce and A. Ribeiro}, Booktitle = {Proc. Wrksp. Comp. Adv. Multi-Sensor Adaptive Process.}, Month = {Dec.}, Pages = {1-5}, Pubtype = {Conference}, Title = {Design of Weighted Median Graph Filters}, Year = {2017}}`

- S. Paternain and A. Ribeiro, “Safe online navigation of convex potentials in spaces with convex obstacles,” in Proc. conf. on decision control, 2017, pp. 2473-2478.

[Bibtex]`@inproceedings{cPaternainRibeiro17, Author = {S. Paternain and A. Ribeiro}, Booktitle = {Proc. Conf. on Decision Control}, Citations = {0}, Month = {December 12-15}, Nummonth = {12}, Organization = {Melbourne Australie}, Pages = {2473-2478}, Pubtype = {Conference}, Title = {Safe Online Navigation of Convex Potentials in Spaces with Convex Obstacles}, Year = {2017}}`

- F. Gama and A. Ribeiro, “Distributed estimation of smooth graph power spectral density,” in Proc. global conf. signal inf. process., 2017.

[Bibtex]`@inproceedings{cGamaRibeiro17a, Author = {F. Gama and A. Ribeiro}, Booktitle = {Proc. Global Conf. Signal Inf. Process.}, Citations = {0}, Month = {Dec. 14-16}, Nummonth = {12}, Organization = {Montreal QC}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2016_gama_ribeiro_b.pdf}, Pubtype = {Conference}, Title = {Distributed Estimation of Smooth Graph Power Spectral Density}, Year = {2017}}`

- L. F. O. Chamon and A. Ribeiro, “Approximate supermodularity bounds for experimental design,” in Conference on neural information processing systems~(nips), 2017.

[Bibtex]`@inproceedings{cChamonRibeiro17d, Author = {L.F.O. Chamon and A. Ribeiro}, Booktitle = {Conference on Neural Information Processing Systems~(NIPS)}, Pdf = {https://arxiv.org/abs/1711.01501}, Title = {Approximate supermodularity bounds for experimental design}, Year = {2017}}`

- L. F. O. Chamon, G. Pappas, and A. Ribeiro, “The mean square error in kalman filtering sensor selection is approximately supermodular,” in Ieee control and decision conference~(cdc), 2017.

[Bibtex]`@inproceedings{cChamonEtAl17, Author = {L.F.O. Chamon and G. Pappas and A. Ribeiro}, Booktitle = {IEEE Control and Decision Conference~(CDC)}, Title = {The mean square error in Kalman filtering sensor selection is approximately supermodular}, Year = {2017}}`

- L. F. O. Chamon and A. Ribeiro, “Finite-precision effects on graph filters,” in Ieee global conference on signal and information processing~(globalsip), 2017.

[Bibtex]`@inproceedings{cChamonRibeiro17b, Author = {L.F.O. Chamon and A. Ribeiro}, Booktitle = {IEEE Global Conference on Signal and Information Processing~(GlobalSip)}, Pdf = {http://www.seas.upenn.edu/~luizf/pdf/chamon_globalsip2017.pdf}, Title = {Finite-precision effects on graph filters}, Year = {2017}}`

- M. Eisen, A. Mokhtari, and A. Ribeiro, “A primal-dual quasi-Newton method for consensus optimization,” in Proc. asilomar conf. on signals syst. comp., 2017, p. (to appear).

[Bibtex]`@inproceedings{cEisenEtAl17, Author = {M. Eisen and A. Mokhtari and A. Ribeiro}, Booktitle = {Proc. Asilomar Conf. on Signals Syst. Comp.}, Date-Added = {2017-12-11 22:12:23 +0000}, Date-Modified = {2017-12-11 22:13:16 +0000}, Month = {Nov.}, Pages = {(to appear)}, Pdf = {http://www.seas.upenn.edu/~maeisen/wiki/asilomar_dbfgs.pdf}, Pubtype = {Conference}, Title = {A Primal-Dual Quasi-{N}ewton Method for Consensus Optimization}, Year = {2017}}`

- W. Huang and A. Ribeiro, “Partial embedding distance for networks,” in Proc. asilomar conf. on signals syst. comp., 2017, p. 1968–1972.

[Bibtex]`@inproceedings{cHuangRibeiro17a, Author = {W. Huang and A. Ribeiro}, Booktitle = {Proc. Asilomar Conf. on Signals Syst. Comp.}, Date-Added = {2017-12-11 22:12:23 +0000}, Date-Modified = {2018-05-08 20:56:35 +0000}, Month = {Nov.}, Pages = {1968--1972}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2017_huang_ribeiro_a.pdf}, Pubtype = {Conference}, Title = {Partial embedding distance for networks}, Year = {2017}}`

- A. Koppel, S. Paternain, C. Richard, and A. Ribeiro, “”decentralized efficient nonparametric stochastic optimization,” in Proc. global conf. signal inf. process., 2017.

[Bibtex]`@inproceedings{cKoppelEtal17b, Author = {A. Koppel and S. Paternain and C. Richard and A. Ribeiro}, Booktitle = {Proc. Global Conf. Signal Inf. Process.}, Citations = {0}, Month = {Nov. 14-16}, Nummonth = {11}, Organization = {Montreal QC}, Pdf = {https://koppel.bitballoon.com/assets/papers/c_2017_koppel_GlobalSIP.pdf}, Pubtype = {Conference}, Title = {"Decentralized Efficient Nonparametric Stochastic Optimization}, Year = {2017}}`

- W. Huang, A. G. Marques, and A. Ribeiro, “Collaborative filtering via graph signal processing,” in Eur. signal process. conf., 2017, p. 1094–1098.

[Bibtex]`@inproceedings{cHuangEtal17, Author = {W. Huang and A. G. Marques and A. Ribeiro}, Booktitle = {Eur. Signal Process. Conf.}, Date-Added = {2017-12-11 22:18:40 +0000}, Date-Modified = {2017-12-11 22:19:39 +0000}, Month = {Aug.}, Pages = {1094--1098}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2017_huang_etal.pdf}, Pubtype = {Conference}, Title = {Collaborative filtering via graph signal processing}, Year = {2017}}`

- M. Calvo-Fullana, C. Anton-Haro, J. Matamoros, and A. Ribeiro, “Random access policies for wireless networked control systems with energy harvesting sensors,” in American control conf., 2017, pp. 3042-3047.

[Bibtex]`@inproceedings{cCalvo-FullanaEtal17b, Author = {M. Calvo-Fullana and C. Anton-Haro and J. Matamoros and A. Ribeiro}, Booktitle = {American Control Conf.}, Month = {May 24-26}, Nummonth = {5}, Organization = {Seattle, WA}, Pages = {3042-3047}, Pubtype = {Conference}, Title = {Random access policies for wireless networked control systems with energy harvesting sensors}, Year = {2017}}`

- M. Fazlyab, A. Koppel, V. M. Preciado, and A. Ribeiro, “A variational approach to dual methods for constrained convex optimization,” in 2017 american control conference (acc), 2017, pp. 5269-5275.

[Bibtex]`@inproceedings{7963773, Author = {M. Fazlyab and A. Koppel and V. M. Preciado and A. Ribeiro}, Booktitle = {2017 American Control Conference (ACC)}, Doi = {10.23919/ACC.2017.7963773}, Keywords = {Newton method;continuous time systems;convex programming;discrete time systems;variational techniques;Bregman divergence;Euler-Lagrange dynamics;Taylor expansion;continuous-time dynamical system;cubic regularized Newton method;discrete-time convergence rate;dual Nesterov acceleration;dual methods;linearly constrained convex optimization problems;synthetic mechanical system;Acceleration;Convergence;Convex functions;Mechanical systems;Newton method;Optimization;Trajectory}, Month = {May}, Pages = {5269-5275}, Title = {A variational approach to dual methods for constrained convex optimization}, Year = {2017}, Bdsk-Url-1 = {http://dx.doi.org/10.23919/ACC.2017.7963773}}`

- L. F. O. Chamon and A. Ribeiro, “Universal bounds for the sampling of graph signals,” in Ieee international conference in acoustic, speech, and signal processing~(icassp), 2017, p. 3899–3903.

[Bibtex]`@inproceedings{cChamonRibeiro17a, Author = {L.F.O. Chamon and A. Ribeiro}, Booktitle = {IEEE International Conference in Acoustic, Speech, and Signal Processing~(ICASSP)}, Pages = {3899--3903}, Pdf = {http://www.seas.upenn.edu/~luizf/pdf/chamon_icassp2017.pdf}, Title = {Universal bounds for the sampling of graph signals}, Year = {2017}}`

- M. Calvo-Fullana, J. Matamoros, C. Anton-Haro, and A. Ribeiro, “Stochastic backpressure in energy harvesting networks,” in Proc. int. conf. acoustics speech signal process., 2017, pp. 3724-3728.

[Bibtex]`@inproceedings{cCalvo-FullanaEtal17a, Author = {M. Calvo-Fullana and J. Matamoros and C. Anton-Haro and A. Ribeiro}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Month = {March 5-9}, Nummonth = {3}, Organization = {New Orleans LA}, Pages = {3724-3728}, Pubtype = {Conference}, Title = {Stochastic backpressure in energy harvesting networks}, Year = {2017}}`

- A. Mokhtari, M. Eisen, and A. Ribeiro, “An incremental quasi-Newton method with a local superlinear convergence rate,” in Proc. int. conf. acoustics speech signal process., 2017, pp. 4039-4043.

[Bibtex]`@inproceedings{cMokhtariEtal17a, Author = {A. Mokhtari and M. Eisen and A. Ribeiro}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Citations = {0}, Month = {March 5-9}, Nummonth = {3}, Organization = {New Orleans, LA}, Pages = {4039-4043}, Pdf = {http://www.seas.upenn.edu/~aryanm/wiki/ICASSP_2017_a.pdf}, Pubtype = {Conference}, Title = {An Incremental Quasi-{Newton} Method with a Local Superlinear Convergence Rate}, Year = {2017}}`

- W. Huang and A. Ribeiro, “Axiomatic hierarchical clustering given intervals of metric distances,” in Proc. int. conf. acoustics speech signal process., 2017, p. 4227–4231.

[Bibtex]`@inproceedings{cHuangRibeiro17, Author = {W. Huang and A. Ribeiro}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Date-Added = {2017-12-11 22:10:21 +0000}, Date-Modified = {2017-12-11 22:17:49 +0000}, Month = {Mar.}, Pages = {4227--4231}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2017_huang_ribeiro.pdf}, Pubtype = {Conference}, Title = {Axiomatic hierarchical clustering given intervals of metric distances}, Year = {2017}}`

- L. Goldsberry, W. Huang, N. F. Wymbs, S. T. Grafton, D. S. Bassett, and A. Ribeiro, “Brain signal analytics from graph signal processing perspective,” in Proc. int. conf. acoustics speech signal process., 2017, p. 851–855.

[Bibtex]`@inproceedings{cGoldsberryEtal17, Author = {L. Goldsberry and W. Huang and N. F. Wymbs and S. T. Grafton and D. S. Bassett and A. Ribeiro}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Date-Added = {2017-12-11 22:11:20 +0000}, Date-Modified = {2017-12-11 22:17:44 +0000}, Month = {Mar.}, Pages = {851--855}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2017_goldsberry_etal.pdf}, Pubtype = {Conference}, Title = {Brain signal analytics from graph signal processing perspective}, Year = {2017}}`

- A. Mokhtari, M. Gurbuzbalaban, and A. Ribeiro, “A double incremental aggregated gradient method with linear convergence rate for large-scale optimization,” in Proc. int. conf. acoustics speech signal process., 2017, pp. 4696-4700.

[Bibtex]`@inproceedings{cMokhtariEtal17b, Author = {A. Mokhtari and M. Gurbuzbalaban and A. Ribeiro}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Citations = {0}, Month = {March 5-9}, Nummonth = {3}, Organization = {New Orleans, LA}, Pages = {4696-4700}, Pdf = {http://www.seas.upenn.edu/~aryanm/wiki/ICASSP_2017_b.pdf}, Pubtype = {Conference}, Title = {A Double Incremental Aggregated Gradient Method with Linear Convergence Rate for Large-Scale Optimization}, Year = {2017}}`

- A. Mokhtari, A. Koppel, G. Scutari, and A. Ribeiro, “Large-scale non-convex stochastic optimization by doubly stochastic successive convex approximation,” in Proc. int. conf. acoustics speech signal process., 2017, pp. 4701-4705.

[Bibtex]`@inproceedings{cMokhtariEtal17c, Author = {A. Mokhtari and A. Koppel and G. Scutari and A. Ribeiro}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Citations = {0}, Month = {March 5-9}, Nummonth = {3}, Organization = {New Orleans, LA}, Pages = {4701-4705}, Pdf = {http://www.seas.upenn.edu/~aryanm/wiki/ICASSP_2017_c.pdf}, Pubtype = {Conference}, Title = {Large-Scale Non-Convex Stochastic Optimization by Doubly Stochastic Successive Convex Approximation}, Year = {2017}}`

- M. G. S. Segarra A. G. Marques and A. Ribeiro, “Robust network topology inference,” in Proc. int. conf. acoustics speech signal process., 2017, pp. 6518-6522.

[Bibtex]`@inproceedings{cSegarraEtal17a, Author = {S. Segarra, A. G. Marques, G. Mateos and A. Ribeiro}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Citations = {0}, Month = {March 5-9}, Nummonth = {3}, Organization = {New Orleans, LA}, Pages = {6518-6522}, Pubtype = {Conference}, Title = {Robust Network Topology Inference}, Year = {2017}}`

- L. G. S. Segarra A. G. Marques and A. Ribeiro, “Stationary graph processes: parametric power spectral estimation,” in Proc. int. conf. acoustics speech signal process., 2017, pp. 4099-4103.

[Bibtex]`@inproceedings{cSegarraEtal17b, Author = {S. Segarra, A. G. Marques, G. Leus and A. Ribeiro}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Month = {March 5-9}, Nummonth = {3}, Organization = {New Orleans, LA}, Pages = {4099-4103}, Pubtype = {Conference}, Title = {Stationary Graph Processes: Parametric Power Spectral Estimation}, Year = {2017}}`

- A. Koppel, G. Warnell, E. Stump, and A. Ribeiro, “Parsimonious online learning with kernels via sparse projections in function space,” in Proc. int. conf. acoustics speech signal process., 2017, pp. 4671-4675.

[Bibtex]`@inproceedings{cKoppelEtal17a, Author = {A. Koppel and G. Warnell and E. Stump and A. Ribeiro}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Month = {March 5-9}, Organization = {New Orleans, LA}, Pages = {4671-4675}, Pdf = {https://koppel.bitballoon.com/assets/papers/c_2017_koppel_etal_kernels.pdf}, Pubtype = {Conference}, Title = {Parsimonious Online Learning with Kernels via Sparse Projections in Function Space}, Year = {2017}}`

- F. Gama and A. Ribeiro, “Weak law of large numbers of stationary graph processes,” in Proc. int. conf. acoustics speech signal process., 2017, pp. 4124-4128.

[Bibtex]`@inproceedings{cGamaRibeiro17, Author = {F. Gama and A. Ribeiro}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Citations = {0}, Month = {March 5-9}, Nummonth = {3}, Organization = {New Orleans LA}, Pages = {4124-4128}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2017_gama_ribeiro_a.pdf}, Pubtype = {Conference}, Title = {Weak Law of Large Numbers of Stationary Graph Processes}, Year = {2017}}`

### 2016

- C. Eksin and A. Ribeiro, “Distributed fictitious play for multi-agent systems with uncertainty,” in Ieee global conference on signal and information processing (globalsip), 2016, p. 495 – 499.

[Bibtex]`@inproceedings{cEksinRibeiro16a, Author = {C. Eksin and A. Ribeiro}, Booktitle = {IEEE Global Conference on Signal and Information Processing (GlobalSIP)}, Citations = {0}, Month = {December 7-9}, Nummonth = {12}, Organization = {Washington, DC}, Pages = {495 -- 499}, Pdf = {}, Pubtype = {Conference}, Title = {Distributed fictitious play for multi-agent systems with uncertainty}, Year = {2016}}`

- L. F. O. Chamon and A. Ribeiro, “Near-optimality of greedy set selection in the sampling of graph signals,” in Ieee global conference on signal and information processing~(globalsip), 2016, p. 1265–1269.

[Bibtex]`@InProceedings{cChamonRibeiro16, author = {L.F.O. Chamon and A. Ribeiro}, title = {Near-Optimality of Greedy Set Selection in the Sampling of Graph Signals}, booktitle = {IEEE Global Conference on Signal and Information Processing~(GlobalSip)}, year = {2016}, pages = {1265--1269}, pdf = {http://www.seas.upenn.edu/~luizf/pdf/chamon_globalsip2016.pdf}, }`

- F. Gama, S. Segarra, and A. Ribeiro, “Overlapping clustering of network data using cut metrics,” in Proc. int. conf. acoustics speech signal process., 2016, pp. 6415-6419.

[Bibtex]`@inproceedings{cGamaEtal16a, Author = {F. Gama and S. Segarra and A. Ribeiro}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Citations = {0}, Month = {March 21-25}, Nummonth = {3}, Organization = {Shanghai China}, Pages = {6415 - 6419}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2016_gama_etal_a.pdf}, Pubtype = {Conference}, Title = {Overlapping clustering of network data using cut metrics}, Year = {2016}}`

- F. Gama, A. G. Marques, G. Mateos, and A. Ribeiro, “Rethinking sketching as sampling: linear transforms of graph signals,” in Proc. asilomar conf. signals syst. comp., 2016, pp. 522-526.

[Bibtex]`@inproceedings{cGamaEtal16b, Author = {F. Gama and A. G. Marques and G. Mateos and A. Ribeiro}, Booktitle = {Proc. Asilomar Conf. Signals Syst. Comp.}, Citations = {0}, Month = {Nov. 6-9}, Nummonth = {11}, Organization = {Asilomar CA}, Pages = {522 - 526}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2016_gama_etal_b.pdf}, Pubtype = {Conference}, Title = {Rethinking Sketching as Sampling: Linear Transforms of Graph Signals}, Year = {2016}}`

- F. Gama, A. G. Marques, G. Mateos, and A. Ribeiro, “Rethinking sketching as sampling: efficient approximate solution to linear inverse problems,” in Proc. global conf. signal inf. process., 2016, pp. 390-394.

[Bibtex]`@inproceedings{cGamaEtal16c, Author = {F. Gama and A. G. Marques and G. Mateos and A. Ribeiro}, Booktitle = {Proc. Global Conf. Signal Inf. Process.}, Citations = {0}, Month = {Dec. 7-9}, Nummonth = {12}, Organization = {Washington DC}, Pages = {390 - 394}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2016_gama_etal_c.pdf}, Pubtype = {Conference}, Title = {Rethinking Sketching as Sampling: Efficient Approximate Solution to Linear Inverse Problems}, Year = {2016}}`

- W. Huang and A. Ribeiro, “Axiomatic hierarchical clustering for intervals of metric distances,” in Proc. global conf. signal inf. process., 2016, p. 217–221.

[Bibtex]`@inproceedings{cHuangRibeiro16b, Author = {W. Huang and A. Ribeiro}, Booktitle = {Proc. Global Conf. Signal Inf. Process.}, Date-Added = {2017-12-11 22:08:23 +0000}, Date-Modified = {2017-12-11 22:17:28 +0000}, Month = {Dec.}, Pages = {217--221}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2016_huang_ribeiro_b.pdf}, Pubtype = {Conference}, Title = {Axiomatic hierarchical clustering for intervals of metric distances}, Year = {2016}}`

- M. Eisen, A. Mokhtari, and A. Ribeiro, “A decentralized quasi-Newton method for dual formulations of consensus optimization,” in Proc. conf. on decision control, 2016, p. 1951–1958.

[Bibtex]`@inproceedings{cEisenEtal16a, Author = {M. Eisen and A. Mokhtari and A. Ribeiro}, Booktitle = {Proc. Conf. on Decision Control}, Citations = {0}, Month = {December 12-14}, Nummonth = {12}, Organization = {Las Vegas}, Pages = {1951--1958}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2016_eisen_etal.pdf}, Pubtype = {Conference}, Title = {A Decentralized Quasi-{Newton} Method for Dual Formulations of Consensus Optimization}, Year = {2016}}`

- M. Eisen, A. Mokhtari, and A. Ribeiro, “A decentralized quasi-Newton method for dual formulations of consensus optimization,” in Proc. global conf. signal inf. process., 2016, pp. 570-574.

[Bibtex]`@inproceedings{cEisenEtal16b, Author = {M. Eisen and A. Mokhtari and A. Ribeiro}, Booktitle = {Proc. Global Conf. Signal Inf. Process.}, Citations = {0}, Month = {December 7-9}, Nummonth = {12}, Organization = {Washington, DC}, Pages = {570-574}, Pdf = {http://www.seas.upenn.edu/~maeisen/wiki/dbfgs_async_primal.pdf}, Pubtype = {Conference}, Title = {A Decentralized Quasi-{Newton} Method for Dual Formulations of Consensus Optimization}, Year = {2016}}`

- H. Zhang, W. Shi, A. Mokhtari, A. Ribeiro, and Q. Ling, “Decentralized constrained consensus optimization with primal dual splitting projection,” in Proc. global conf. signal inf. process., 2016, pp. 565-569.

[Bibtex]`@inproceedings{cZhangEtal16, Author = {H. Zhang and W. Shi and A. Mokhtari and A. Ribeiro and Q. Ling}, Booktitle = {Proc. Global Conf. Signal Inf. Process.}, Citations = {0}, Month = {December 7-9}, Nummonth = {12}, Organization = {Washington, DC}, Pages = {565-569}, Pdf = {http://ieeexplore.ieee.org/document/7905905/}, Pubtype = {Conference}, Title = {Decentralized constrained consensus optimization with primal dual splitting projection}, Year = {2016}}`

- T. Chen, A. Mokhtari, X. Wang, A. Ribeiro, and G. B. Giannakis, “A data-driven approach to stochastic network optimization,” in Proc. global conf. signal inf. process., 2016, pp. 510-514.

[Bibtex]`@inproceedings{cChenEtal16, Author = {T. Chen and A. Mokhtari and X. Wang and A. Ribeiro and G. B. Giannakis}, Booktitle = {Proc. Global Conf. Signal Inf. Process.}, Citations = {0}, Month = {December 7-9}, Nummonth = {12}, Organization = {Washington, DC}, Pages = {510-514}, Pdf = {http://ieeexplore.ieee.org/document/7905894/}, Pubtype = {Conference}, Title = {A data-driven approach to stochastic network optimization}, Year = {2016}}`

- M. Fazlyab, N. C. G. J. Pappas, A. Ribeiro, and V. M. Preciado, “Self-triggered time-varying convex optimization,” in Proc. conf. on decision control, 2016.

[Bibtex]`@inproceedings{fazlyab2016self, Author = {M. Fazlyab and C. Nowzari G. J. Pappas and A. Ribeiro and V. M. Preciado}, Booktitle = {Proc. Conf. on Decision Control}, Citations = {0}, Month = {December 12-14}, Nummonth = {12}, Organization = {Las Vegas}, Pubtype = {Conference}, Title = {Self-Triggered Time-Varying Convex Optimization}, Volume = {(submitted)}, Year = {2016}}`

- K. Gatsis, A. Ribeiro, and G. J. Pappas, “State-based communication design for wireless control systems,” in Proc. conf. on decision control, 2016, pp. 129-134.

[Bibtex]`@inproceedings{cGatsisEtal16a, Author = {K. Gatsis and A. Ribeiro and G. J. Pappas}, Booktitle = {Proc. Conf. on Decision Control}, Citations = {0}, Month = {December 12-14}, Nummonth = {12}, Organization = {Las Vegas}, Pages = {129-134}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2016_gatsis_etal_a.pdf}, Pubtype = {Conference}, Title = {State-Based Communication Design for Wireless Control Systems}, Year = {2016}}`

- A. Mokhtari, S. Shahrampour, A. Jadbabaie, and A. Ribeiro, “Online optimization in dynamic environments: improved regret rates for strongly convex problems,” in Proc. conf. on decision control, 2016, pp. 7195-7201.

[Bibtex]`@inproceedings{cMokhtariEtal16c, Author = {A. Mokhtari and S. Shahrampour and A. Jadbabaie and A. Ribeiro}, Booktitle = {Proc. Conf. on Decision Control}, Citations = {0}, Month = {December 12-14}, Nummonth = {12}, Organization = {Las Vegas}, Pages = {7195-7201}, Pdf = {https://arxiv.org/pdf/1603.04954.pdf}, Pubtype = {Conference}, Title = {Online Optimization in Dynamic Environments: Improved Regret Rates for Strongly Convex Problems}, Year = {2016}}`

- A. Mokhtari, W. Shi, Q. Ling, and A. Ribeiro, “A decentralized second-order method for dynamic optimization,” in Proc. conf. on decision control, 2016, pp. 6036-6064.

[Bibtex]`@inproceedings{cMokhtariEtal16b, Author = {A. Mokhtari and W. Shi and Q. Ling and A. Ribeiro}, Booktitle = {Proc. Conf. on Decision Control}, Citations = {0}, Month = {December 12-14}, Nummonth = {12}, Organization = {Las Vegas}, Pages = {6036-6064}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2016_mokhtari_etal_b.pdf}, Pubtype = {Conference}, Title = {A Decentralized Second-Order Method for Dynamic Optimization}, Year = {2016}}`

- W. Huang and A. Ribeiro, “Persistent homology lower bounds on distances in the space of networks,” in Proc. asilomar conf. signals syst. comp., 2016, p. 72–76.

[Bibtex]`@inproceedings{cHuangRibeiro16a, Author = {W. Huang and A. Ribeiro}, Booktitle = {Proc. Asilomar Conf. Signals Syst. Comp.}, Date-Added = {2016-05-03 17:24:17 +0000}, Date-Modified = {2017-12-11 22:17:13 +0000}, Month = {Nov.}, Pages = {72--76}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2016_huang_ribeiro_a.pdf}, Pubtype = {Conference}, Title = {Persistent homology lower bounds on distances in the space of networks}, Year = {2016}}`

- A. Koppel, A. Mokhtari, and A. Ribeiro, “Doubly stochastic algorithms for large-scale optimization,” in Proc. asilomar conf. on signals systems computers, 2016, pp. 1705-1709.

[Bibtex]`@inproceedings{cKoppelEtal16c, Author = {A. Koppel and A. Mokhtari and A. Ribeiro}, Booktitle = {Proc. Asilomar Conf. on Signals Systems Computers}, Date-Added = {2016-05-03 17:24:17 +0000}, Date-Modified = {2016-05-03 17:24:17 +0000}, Month = {November 6-9}, Organization = {Pacific Grove, CA}, Pages = {1705-1709}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2016_koppel_etal_b.pdf}, Pubtype = {Conference}, Title = {Doubly Stochastic Algorithms for Large-Scale Optimization}, Year = {2016}}`

- S. Segarra, A. G. Marques, G. Leus, and A. Ribeiro, “Stationary graph processes: nonparametric power spectral estimation,” in Proc. sensor array multichannel signal process. wrksp., 2016.

[Bibtex]`@inproceedings{cSegarraEtal16d, Author = {S. Segarra and A. G. Marques and G. Leus and A. Ribeiro}, Booktitle = {Proc. Sensor Array Multichannel Signal Process. Wrksp.}, Month = {July 10 - 13}, Nummonth = {7}, Organization = {Rio de Janeiro, Brazil}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2016_segarra_etal_d.pdf}, Pubtype = {Conference}, Title = {Stationary Graph Processes: Nonparametric Power Spectral Estimation}, Volume = {(to appear)}, Year = {2016}}`

- M. Fazlyab, S. Paternain, V. M. Preciado, and A. Ribeiro, “Interior point method for dynamic constrained optimization in continuous time,” in American control conf., 2016.

[Bibtex]`@inproceedings{fazlyab2015interior, Author = {M. Fazlyab and S. Paternain and V.M. Preciado and A. Ribeiro}, Booktitle = {American Control Conf.}, Month = {July 8 - 10}, Nummonth = {7}, Organization = {Boston, MA, USA}, Pubtype = {Conference}, Title = {Interior Point Method for Dynamic Constrained Optimization in Continuous Time}, Volume = {(to appear)}, Year = {2016}}`

- A. Mokhtari, A. Koppel, and A. Ribeiro, “Doubly random parallel stochastic methods for large scale learning,” in American control conf., 2016, pp. 4847-4852.

[Bibtex]`@inproceedings{cMokhtariEtal16a, Author = {A. Mokhtari and A. Koppel and A. Ribeiro}, Booktitle = {American Control Conf.}, Month = {July 6-8}, Nummonth = {7}, Organization = {Boston, MA}, Pages = {4847 - 4852}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2016_mokhtari_etal_a.pdf}, Pubtype = {Conference}, Title = {Doubly Random Parallel Stochastic Methods for Large Scale Learning}, Year = {2016}}`

- A. Simonetto, A. Koppel, A. Mokhtari, G. Leus, and A. Ribeiro, “A quasi-Newton prediction-correction method for decentralized dynamic convex optimization,” in European control conf., 2016, pp. 1934-1939.

[Bibtex]`@inproceedings{cSimonettoEtal16, Author = {A. Simonetto and A. Koppel and A. Mokhtari and G. Leus and A. Ribeiro}, Booktitle = {European Control Conf.}, Month = {June 29 - July 1}, Nummonth = {7}, Organization = {Aalborg, Denmark}, Pages = {1934 - 1939}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2016_simonetto_etal.pdf}, Pubtype = {Conference}, Title = {A Quasi-{Newton} Prediction-Correction Method for Decentralized Dynamic Convex Optimization}, Year = {2016}}`

- S. Segarra, A. G. Marques, G. Mateos, and A. Ribeiro, “Network topology identification from spectral templates,” in Proc. int. wrksp. stat. signal process., 2016.

[Bibtex]`@inproceedings{cSegarraEtal16c, Author = {S. Segarra and A. G. Marques and G. Mateos and A. Ribeiro}, Booktitle = {Proc. Int. Wrksp. Stat. Signal Process.}, Month = {June 26 - 29}, Nummonth = {6}, Organization = {Palma de Mallorca, Spain}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2016_segarra_etal_c.pdf}, Pubtype = {Conference}, Title = {Network Topology Identification from Spectral Templates}, Volume = {(to appear)}, Year = {2016}}`

- K. Gatsis, A. Ribeiro, and G. J. Pappas, “Control-aware random access communication,” in Proc. of the acm/ieee 7th international conference on cyber-physical systems, 2016.

[Bibtex]`@inproceedings{cGatsisEtal16, Author = {K. Gatsis and A. Ribeiro and G. J. Pappas}, Booktitle = {Proc. of the ACM/IEEE 7th International Conference on Cyber-Physical Systems}, Citations = {0}, Month = {April 11-14}, Nummonth = {4}, Organization = {Austria Vienna}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2016_gatsis_etal.pdf}, Pubtype = {Conference}, Title = {Control-aware Random Access Communication}, Year = {2016}}`

- W. Huang and A. Ribeiro, “Persistent homology lower bounds on network distances,” in Proc. int. conf. acoustics speech signal process., 2016, p. 4845–4849.

[Bibtex]`@inproceedings{cHuangRibeiro16, Author = {W. Huang and A. Ribeiro}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Date-Added = {2016-05-03 17:24:17 +0000}, Date-Modified = {2017-12-11 22:17:18 +0000}, Month = {Mar.}, Pages = {4845--4849}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2016_huang_ribeiro.pdf}, Pubtype = {Conference}, Title = {Persistent homology lower bounds on network distances}, Year = {2016}}`

- A. Koppel, B. M. Sadler, and A. Ribeiro, “Proximity without consensus in online multi-agent optimization,” in Proc. int. conf. acoustics speech signal process., 2016, pp. 3726-3730.

[Bibtex]`@inproceedings{cKoppelEtal16a, Author = {A. Koppel and B. M. Sadler and A. Ribeiro}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Date-Added = {2016-05-03 17:24:17 +0000}, Date-Modified = {2016-05-03 17:24:17 +0000}, Month = {March 20-25}, Organization = {Shanghai China}, Pages = {3726-3730}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2016_koppel_etal_a.pdf}, Pubtype = {Conference}, Title = {Proximity Without Consensus in Online Multi-Agent Optimization}, Year = {2016}}`

- A. Koppel, J. Fink, G. Warnell, E. Stump, and A. Ribeiro, “Online learning for characterizing unknown environments in ground robotic vehicle models,” in International conf. robotics and systems., 2016, pp. 626-633.

[Bibtex]`@inproceedings{cKoppelEtal16b, Author = {A. Koppel and J. Fink and G. Warnell and E. Stump and A. Ribeiro}, Booktitle = {International Conf. Robotics and Systems.}, Month = {Oct. 9-14}, Organization = {Daejeon, Korea}, Pages = {626-633}, Pdf = {https://koppel.bitballoon.com/assets/papers/c_2016_koppel_etal_b.pdf}, Pubtype = {Conference}, Title = {Online Learning for Characterizing Unknown Environments in Ground Robotic Vehicle Models}, Year = {2016}}`

- A. Koppel, B. M. Sadler, and A. Ribeiro, “Decentralized online optimization with heterogeneous data sources,” in Global conf. on signal and info. processing., 2016, p. 515–519.

[Bibtex]`@inproceedings{cKoppelEtal16d, Author = {A. Koppel and B. M. Sadler and A. Ribeiro}, Booktitle = {Global Conf. on Signal and Info. Processing.}, Month = {Dec. 7-9}, Organization = {Washington, DC}, Pages = {515--519}, Pdf = {https://koppel.bitballoon.com/assets/papers/c_2016_koppel_etal_a.pdf}, Pubtype = {Conference}, Title = {Decentralized Online Optimization with Heterogeneous Data Sources}, Year = {2016}}`

- J. Ma, W. Huang, S. Segarra, and A. Ribeiro, “Diffusion filtering for graph signals and its use in recommendation systems,” in Proc. int. conf. acoustics speech signal process., 2016, p. 4563–4567.

[Bibtex]`@inproceedings{cMaEtal16, Author = {J. Ma and W. Huang and S. Segarra and A. Ribeiro}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Date-Added = {2016-05-03 17:24:17 +0000}, Date-Modified = {2017-12-11 22:17:22 +0000}, Month = {Mar.}, Pages = {4563--4567}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2016_ma_etal.pdf}, Pubtype = {Conference}, Title = {Diffusion filtering for graph signals and its use in recommendation systems}, Year = {2016}}`

- S. Segarra, A. G. Marques, G. Leus, and A. Ribeiro, “Space-shift sampling of graph signals,” in Proc. int. conf. acoustics speech signal process., 2016.

[Bibtex]`@inproceedings{cSegarraEtal16a, Author = {S. Segarra and A. G. Marques and G. Leus and A. Ribeiro}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Month = {March 20 - 25}, Nummonth = {3}, Organization = {Shanghai, China}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2016_segarra_etal_a.pdf}, Pubtype = {Conference}, Title = {Space-Shift Sampling of Graph Signals}, Volume = {(to appear)}, Year = {2016}}`

- S. Segarra, A. G. Marques, G. Mateos, and A. Ribeiro, “Blind identification of graph filters with multiple sparse inputs,” in Proc. int. conf. acoustics speech signal process., 2016.

[Bibtex]`@inproceedings{cSegarraEtal16b, Author = {S. Segarra and A. G. Marques and G. Mateos and A. Ribeiro}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Month = {March 20 - 25}, Nummonth = {3}, Organization = {Shanghai, China}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2016_segarra_etal_b.pdf}, Pubtype = {Conference}, Title = {Blind Identification of Graph Filters with Multiple Sparse Inputs}, Volume = {(to appear)}, Year = {2016}}`

- S. Segarra, A. G. Marques, and A. Ribeiro, “Linear network operators using node-variant graph filters,” in Proc. int. conf. acoustics speech signal process., 2016.

[Bibtex]`@inproceedings{cSegarraEtal16, Author = {S. Segarra and A. G. Marques and A. Ribeiro}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Month = {March 20 - 25}, Nummonth = {3}, Organization = {Shanghai, China}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2016_segarra_etal.pdf}, Pubtype = {Conference}, Title = {Linear Network Operators Using Node-Variant Graph Filters}, Volume = {(to appear)}, Year = {2016}}`

- A. Mokhtari, H. Daneshmand, A. Lucchi, T. Hofmann, and A. Ribeiro, “Adaptive Newton method for empirical risk minimization to statistical accuracy,” in Advances in neural information processing systems 29 (nips 2016), 2016, pp. 4062-4070.

[Bibtex]`@inproceedings{cMokhtariEtal16d, Author = {A. Mokhtari and H. Daneshmand and A. Lucchi and T. Hofmann and A. Ribeiro}, Booktitle = {Advances in Neural Information Processing Systems 29 (NIPS 2016)}, Citations = {0}, Month = {December 5-10}, Nummonth = {12}, Organization = {Barcelona, Spain}, Pages = {4062-4070}, Pdf = {http://papers.nips.cc/paper/6262-adaptive-newton-method-for-empirical-risk-minimization-to-statistical-accuracy.pdf}, Pubtype = {Conference}, Title = {Adaptive {Newton} Method for Empirical Risk Minimization to Statistical Accuracy}, Year = {2016}}`

- S. Segarra, A. G. Marques, G. Mateos, and A. Ribeiro, “Network topology identification from imperfect spectral templates,” in Proc. asilomar conf. signals syst. comp., 2016, pp. 1465-1469.

[Bibtex]`@inproceedings{cSegarraEtal16e, Author = {S. Segarra and A. G. Marques and G. Mateos and A. Ribeiro}, Booktitle = {Proc. Asilomar Conf. Signals Syst. Comp.}, Month = {Nov. 6-9}, Nummonth = {11}, Organization = {Asilomar CA}, Pdf = {http://www.mit.edu/~segarra/papers/AsilTopID.pdf}, Pubtype = {Conference}, Title = { Network Topology Identification from Imperfect Spectral Templates}, Pages = {1465-1469}, Year = {2016}}`

- S. Segarra, A. G. Marques, G. Arce, and A. Ribeiro, “Center-weighted median graph filters,” in Proc. global conf. signal inf. process., 2016, pp. 336-340.

[Bibtex]`@inproceedings{cSegarraEtal16f, Author = {S. Segarra and A. G. Marques and G. Arce and A. Ribeiro}, Booktitle = {Proc. Global Conf. Signal Inf. Process.}, Month = {Dec. 7-9}, Nummonth = {12}, Organization = {Washington DC}, Pdf = {http://www.mit.edu/~segarra/papers/CMGF.pdf}, Pubtype = {Conference}, Title = { Center-Weighted Median Graph Filters}, Pages = {336-340}, Year = {2016}}`

### 2015

- C. Eksin, B. Swenson, S. Kar, and A. Ribeiro, “Learning pure-strategy nash equilibria in networked multi-agent systems with uncertainty,” in Proc. conf. on decision control, 2015.

[Bibtex]`@inproceedings{cEksinRibeiro16, Author = {C. Eksin and B. Swenson and S. Kar and A. Ribeiro}, Booktitle = {Proc. Conf. on Decision Control}, Citations = {0}, Month = {December 12-14}, Nummonth = {12}, Organization = {Las Vegas}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2016_eksin_ribeiro.pdf}, Pubtype = {Conference}, Title = {Learning Pure-Strategy Nash Equilibria in Networked Multi-Agent Systems with Uncertainty}, Volume = {(submitted)}, Year = {2015}}`

- C. Eksin and A. Ribeiro, “Distributed fictitious play in potential games of incomplete information,” in Proc. conf. on decision control, 2015, pp. 5190-5196.

[Bibtex]`@inproceedings{cEksinRibeiro15, Author = {C. Eksin and A. Ribeiro}, Booktitle = {Proc. Conf. on Decision Control}, Citations = {0}, Month = {December 15-18}, Nummonth = {12}, Organization = {Osaka Japan}, Pages = {5190 - 5196}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2015_eksin_ribeiro.pdf}, Pubtype = {Conference}, Title = {Distributed fictitious play in potential games of incomplete information}, Year = {2015}}`

- K. Gatsis, A. Ribeiro, and G. Pappas, “Control with random access wireless sensors,” in Proc. conf. on decision control, 2015, pp. 318-323.

[Bibtex]`@inproceedings{cGatsisEtal15a, Author = {K. Gatsis and A. Ribeiro and G. Pappas}, Booktitle = {Proc. Conf. on Decision Control}, Citations = {0}, Month = {December 15-18}, Nummonth = {12}, Organization = {Osaka Japan}, Pages = {318 - 323}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2015_gatsis_etal_a.pdf}, Pubtype = {Conference}, Title = {Control with random access wireless sensors}, Year = {2015}}`

- S. Paternain and A. Ribeiro, “Online learning of optimal strategies in unknown environments,” in Proc. conf. on decision control, 2015, pp. 3951-3958.

[Bibtex]`@inproceedings{cPaternainRibeiro15a, Author = {S. Paternain and A. Ribeiro}, Booktitle = {Proc. Conf. on Decision Control}, Citations = {0}, Month = {December 15-18}, Nummonth = {12}, Organization = {Osaka Japan}, Pages = {3951-3958}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2015_paternain_ribeiro_a.pdf}, Pubtype = {Conference}, Title = {Online Learning of Optimal Strategies in Unknown Environments}, Year = {2015}}`

- W. Huang and A. Ribeiro, “Persistent homology approximations of network distances,” in Proc. global conf. signal inf. process., 2015, p. 1002–1006.

[Bibtex]`@inproceedings{cHuangRibeiro15a, Author = {W. Huang and A. Ribeiro}, Booktitle = {Proc. Global Conf. Signal Inf. Process.}, Date-Added = {2016-05-03 17:23:54 +0000}, Date-Modified = {2017-12-11 22:14:21 +0000}, Month = {Dec.}, Pages = {1002--1006}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2015_huang_ribeiro_a.pdf}, Pubtype = {Conference}, Title = {Persistent homology approximations of network distances}, Year = {2015}}`

- A. Koppel, A. Simonetto, A. Mokhtari, G. Leus, and A. Ribeiro, “Target tracking with dynamic convex optimization,” in Ieee global conf. on signal and info. process., 2015, pp. 1210-1214.

[Bibtex]`@inproceedings{cKoppelEtal15c, Author = {A. Koppel and A. Simonetto and A. Mokhtari and G. Leus and A. Ribeiro}, Booktitle = {IEEE Global Conf. on Signal and Info. Process.}, Citations = {0}, Month = {December 14 - 16}, Nummonth = {12}, Organization = {Orlando FL}, Pages = {1210-1214}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2015_koppel_etal_c.pdf}, Pubtype = {Conference}, Title = {Target Tracking with Dynamic Convex Optimization}, Year = {2015}}`

- A. Mokhtari, W. Shi, Q. Ling, and A. Ribeiro, “Decentralized quadratically approximated alternating direction method of multipliers,” in Proc. ieee global conf. on signal and info. process., 2015, pp. 795-799.

[Bibtex]`@inproceedings{cMokhtariEtal15b, Author = {A. Mokhtari and W. Shi and Q. Ling and A. Ribeiro}, Booktitle = {Proc. IEEE Global Conf. on Signal and Info. Process.}, Citations = {0}, Nummonth = {12}, Organization = {Orlando, FL}, Pages = {795-799}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2015_mokhtari_etal_b.pdf}, Pubtype = {Conference}, Title = {Decentralized Quadratically Approximated Alternating Direction Method of Multipliers}, Year = {2015}}`

- S. Segarra, A. G. Marques, G. Leus, and A. Ribeiro, “Reconstruction of graph signals: percolation from a single seeding node,” in Proc. global conf. signal and info. process., 2015, pp. 844-848.

[Bibtex]`@inproceedings{cSegarraEtal15c, Author = {S. Segarra and A. G. Marques and G. Leus and A. Ribeiro}, Booktitle = {Proc. Global Conf. Signal and Info. Process.}, Month = {Dec. 14 - 16}, Nummonth = {12}, Organization = {Orlando, FL}, Pages = {844-848}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2015_segarra_etal_c.pdf}, Pubtype = {Conference}, Title = {Reconstruction of Graph Signals: Percolation from a Single Seeding Node}, Year = {2015}}`

- S. Segarra, A. G. Marques, G. Leus, and A. Ribeiro, “Aggregation sampling of graph signals in the presence of noise,” in Proc. wrksp. comp. adv. multi-sensor adaptive process., 2015, pp. 101-104.

[Bibtex]`@inproceedings{cSegarraEtal15d, Author = {S. Segarra and A. G. Marques and G. Leus and A. Ribeiro}, Booktitle = {Proc. Wrksp. Comp. Adv. Multi-Sensor Adaptive Process.}, Month = {Dec. 13 - 16}, Nummonth = {12}, Organization = {Cancun, Mexico}, Pages = {101-104}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2015_segarra_etal_d.pdf}, Pubtype = {Conference}, Title = {Aggregation Sampling of Graph Signals in the Presence of Noise}, Year = {2015}}`

- S. Segarra, G. Mateos, A. G. Marques, and A. Ribeiro, “Blind identification of graph filters with sparse inputs,” in Proc. wrksp. comp. adv. multi-sensor adaptive process., 2015, pp. 449-452.

[Bibtex]`@inproceedings{cSegarraEtal15e, Author = {S. Segarra and G. Mateos and A. G. Marques and A. Ribeiro}, Booktitle = {Proc. Wrksp. Comp. Adv. Multi-Sensor Adaptive Process.}, Month = {Dec. 13 - 16}, Nummonth = {12}, Organization = {Cancun, Mexico}, Pages = {449-452}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2015_segarra_etal_e.pdf}, Pubtype = {Conference}, Title = {Blind Identification of Graph Filters with Sparse Inputs}, Year = {2015}}`

- A. Simonetto, A. Mokhtari, A. Koppel, G. Leus, and A. Ribeiro, “A decentralized prediction-correction method for networked time-varying convex optimization,” in Ieee workshop on computational advances in multi-sensor adaptive processing, 2015, pp. 509-512.

[Bibtex]`@inproceedings{cSimonettoEtal15b, Author = {A. Simonetto and A. Mokhtari and A. Koppel and G. Leus and A. Ribeiro}, Booktitle = {IEEE Workshop on Computational Advances in Multi-Sensor Adaptive Processing}, Citations = {0}, Month = {December 13-16}, Nummonth = {12}, Organization = {Cancun Mexico}, Pages = {509-512}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2015_simonetto_etal_b.pdf}, Pubtype = {Conference}, Title = {A Decentralized Prediction-Correction Method for Networked Time-Varying Convex Optimization}, Year = {2015}}`

- W. Huang, S. Segarra, and A. Ribeiro, “Diffusion distance for signals supported onnnetworks,” in Proc. asilomar conf. signals syst. comp., 2015, p. 1219–1223.

[Bibtex]`@inproceedings{cHuangEtal15, Author = {W. Huang and S. Segarra and A. Ribeiro}, Booktitle = {Proc. Asilomar Conf. Signals Syst. Comp.}, Date-Added = {2016-05-03 17:23:54 +0000}, Date-Modified = {2017-12-11 22:15:11 +0000}, Month = {Nov.}, Pages = {1219--1223}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2015_huang_etal.pdf}, Pubtype = {Conference}, Title = {Diffusion distance for signals supported onnNetworks}, Year = {2015}}`

- A. Mokhtari and A. Ribeiro, “Decentralized double stochastic averaging gradient,” in Proc. asilomar conf. on signals systems computers, 2015, pp. 406-410.

[Bibtex]`@inproceedings{cMokhtariRibeiro15, Author = {A. Mokhtari and A. Ribeiro}, Booktitle = {Proc. Asilomar Conf. on Signals Systems Computers}, Citations = {0}, Month = {November 8 - 11}, Nummonth = {11}, Organization = {Pacific Grove, CA}, Pages = {406-410}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2015_mokhtari_ribeiro.pdf}, Pubtype = {Conference}, Title = {Decentralized Double Stochastic Averaging Gradient}, Year = {2015}}`

- S. Segarra, A. G. Marques, G. Leus, and A. Ribeiro, “Sampling of graph signals: successive local aggregations at a single node,” in Proc. asilomar conf. on signals syst. and comp., 2015, pp. 1819-1823.

[Bibtex]`@inproceedings{cSegarraEtal15b, Author = {S. Segarra and A. G. Marques and G. Leus and A. Ribeiro}, Booktitle = {Proc. Asilomar Conf. on Signals Syst. and Comp.}, Month = {Nov. 8 - 11}, Nummonth = {11}, Organization = {Pacific Grove, CA}, Pages = {1819-1823}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2015_segarra_etal_b.pdf}, Pubtype = {Conference}, Title = {Sampling of Graph Signals: Successive Local Aggregations at a Single Node}, Year = {2015}}`

- A. Simonetto, A. Koppel, A. Mokhtari, G. Leus, and A. Ribeiro, “Prediction-correction methods for time-varying convex optimization,” in Proc. asilomar conf. on signals systems computers, 2015, pp. 666-670.

[Bibtex]`@inproceedings{cSimonettoEtal15a, Author = {A. Simonetto and A. Koppel and A. Mokhtari and G. Leus and A. Ribeiro}, Booktitle = {Proc. Asilomar Conf. on Signals Systems Computers}, Citations = {0}, Month = {November 8 - 11}, Nummonth = {11}, Organization = {Pacific Grove, CA}, Pages = {666-670}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2015_simonetto_etal_a.pdf}, Pubtype = {Conference}, Title = {Prediction-Correction Methods for Time-Varying Convex Optimization}, Year = {2015}}`

- S. Segarra, A. G. Marques, and A. Ribeiro, “Distributed implementation of network linear operators using graph filters,” in Proc. allerton conf. on commun. control and comp., 2015, pp. 1406-1413.

[Bibtex]`@inproceedings{cSegarraEtal15a, Author = {S. Segarra and A. G. Marques and A. Ribeiro}, Booktitle = {Proc. Allerton Conf. on Commun. Control and Comp.}, Month = {September 30 - October 2}, Nummonth = {9}, Organization = {Urbana-Champaign, IL}, Pages = {1406-1413}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2015_segarra_etal_a.pdf}, Pubtype = {Conference}, Title = {Distributed Implementation of Network Linear Operators using Graph Filters}, Year = {2015}}`

- A. Koppel, G. Warnell, E. Stumpe, and A. Ribeiro, “D4l: decentralized dynamic discriminative dictionary learning,” in Proc. int. conf. intelligent robots, systems, 2015.

[Bibtex]`@inproceedings{cKoppelEtal15a, Author = {A. Koppel and G. Warnell and E. Stumpe and A. Ribeiro}, Booktitle = {Proc. Int. Conf. Intelligent Robots, Systems}, Citations = {0}, Month = {September 28 - October 2}, Nummonth = {9}, Organization = {Hamburg, Germany}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2015_koppel_etal_a.pdf}, Pubtype = {Conference}, Title = {D4L: Decentralized Dynamic Discriminative Dictionary Learning}, Year = {2015}}`

- K. Gatsis, A. Ribeiro, and G. Pappas, “Decentralized channel access for wireless control systems,” in 5th ifac workshop on distributed estimation and control in networked systems, ifac-papersonline, 2015, pp. 209-214.

[Bibtex]`@inproceedings{cGatsisEtal15, Author = {K. Gatsis and A. Ribeiro and G. Pappas}, Booktitle = {5th IFAC Workshop on Distributed Estimation and Control in Networked Systems, IFAC-PapersOnLine}, Citations = {0}, Month = {September 10-11}, Nummonth = {9}, Organization = {Philadelphia PA}, Pages = {209 - 214}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2015_gatsis_etal.pdf}, Pubtype = {Conference}, Title = {Decentralized Channel Access for Wireless Control Systems}, Volume = {48-22}, Year = {2015}}`

- S. Segarra, A. G. Marques, G. Leus, and A. Ribeiro, “Interpolation of graph signals using shift-invariant graph filters,” in Proc. european signal process. conf., 2015, pp. 210-214.

[Bibtex]`@inproceedings{cSegarraEtal15, Author = {S. Segarra and A. G. Marques and G. Leus and A. Ribeiro}, Booktitle = {Proc. European Signal Process. Conf.}, Month = {August 31 - September 4}, Nummonth = {8}, Organization = {Nice, France}, Pages = {210-214}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2015_segarra_etal.pdf}, Pubtype = {Conference}, Title = {Interpolation of graph signals using shift-invariant graph filters}, Year = {2015}}`

- C. Eksin, H. Delic, and A. Ribeiro, “Real-time pricing with uncertain and heterogeneous consumer preferences,” in Proc. american control conf., 2015, pp. 5692-5699.

[Bibtex]`@inproceedings{cEksinEtal15a, Author = {C. Eksin and H. Delic and A. Ribeiro}, Booktitle = {Proc. American Control Conf.}, Citations = {0}, Month = {July 1-3}, Nummonth = {7}, Organization = {Chicago IL}, Pages = {5692 - 5699}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2015_eksin_etal_a.pdf}, Pubtype = {Conference}, Title = {Real-Time Pricing with Uncertain and Heterogeneous Consumer Preferences}, Year = {2015}}`

- S. Paternain and A. Ribeiro, “Online learning of feasible strategies in unknown environments,” in Proc. american control conf., 2015, pp. 4231-4238.

[Bibtex]`@inproceedings{cPaternainRibeiro15, Author = {S. Paternain and A. Ribeiro}, Booktitle = {Proc. American Control Conf.}, Citations = {0}, Month = {July 1-3}, Nummonth = {7}, Organization = {Chicago IL}, Pages = {4231-4238}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2015_paternain_ribeiro.pdf}, Pubtype = {Conference}, Title = {Online learning of feasible strategies in unknown environments}, Year = {2015}}`

- C. Eksin, H. Delic, and A. Ribeiro, “Rational consumer behavior models in smart pricing,” in Proc. int. conf. acoustics speech signal process., 2015, pp. 3167-3171.

[Bibtex]`@inproceedings{cEksinEtal15, Author = {C. Eksin and H. Delic and A. Ribeiro}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Citations = {0}, Month = {April 19-24}, Nummonth = {4}, Organization = {Brisbane Australia}, Pages = {3167 - 3171}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2015_eksin_etal.pdf}, Pubtype = {Conference}, Title = {Rational Consumer Behavior Models in Smart Pricing}, Year = {2015}}`

- W. Huang and A. Ribeiro, “Metrics in the space of high order proximity networks,” in Proc. int. conf. acoustics speech signal process., 2015, p. 4135–4139.

[Bibtex]`@inproceedings{cHuangRibeiro15, Author = {W. Huang and A. Ribeiro}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Date-Added = {2016-05-03 17:23:54 +0000}, Date-Modified = {2017-12-11 22:14:10 +0000}, Month = {Apr.}, Pages = {4135--4139}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2015_huang_ribeiro.pdf}, Pubtype = {Conference}, Title = {Metrics in the space of high order proximity networks}, Year = {2015}}`

- A. Koppel, F. Jakubeic, and A. Ribeiro, “Regret bounds of a distributed saddle point algorithm,” in Proc. int. conf. acoustics speech signal process., 2015.

[Bibtex]`@inproceedings{cKoppelEtal15, Author = {A. Koppel and F. Jakubeic and A. Ribeiro}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Citations = {0}, Month = {Apr 19-24}, Nummonth = {4}, Organization = {Brisbane, Australia}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2015_koppel_etal.pdf}, Pubtype = {Conference}, Title = {Regret bounds of a distributed saddle point algorithm}, Year = {2015}}`

- A. Mokhtari, Q. Ling, and A. Ribeiro, “An approximate newton method for distributed optimization,” in Proc. int. conf. acoustics speech signal process., 2015, pp. 2959-2963.

[Bibtex]`@inproceedings{cMokhtariEtal15a, Author = {A. Mokhtari and Q. Ling and A. Ribeiro}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Citations = {0}, Month = {Apr 19-24}, Nummonth = {4}, Organization = {Brisbane Australia}, Pages = {2959-2963}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2015_mokhtari_etal_a.pdf}, Pubtype = {Conference}, Title = {An approximate Newton method for distributed optimization}, Year = {2015}}`

- S. Segarra and A. Ribeiro, “Stability and continuity of centrality measures in weighted graphs,” in Proc. int. conf. acoustics speech signal process., 2015, pp. 3387-3391.

[Bibtex]`@inproceedings{cSegarraRibeiro15, Author = {S. Segarra and A. Ribeiro}, Booktitle = {Proc. Int. Conf. Acoustics Speech Signal Process.}, Month = {April 19-24}, Nummonth = {4}, Organization = {Brisbane, Australia}, Pages = {3387-3391}, Pdf = {http://www.seas.upenn.edu/~aribeiro/preprints/c_2015_segarra_ribeiro.pdf}, Pubtype = {Conference}, Title = {Stability and Continuity of Centrality Measures in Weighted Graphs}, Year = {2015}}`

### 2014

- K. Gatsis, M. Pajic, A. Ribeiro, and G. Pappas, “Opportunistic sensor scheduling in wireless control systems,” in Proc. conf. on decision control, 2014, pp. 3777-3782.

[Bibtex]`@inproceedings{cGatsisEtal14a, AUTHOR= "K. Gatsis and M. Pajic and A. Ribeiro and G. Pappas", TITLE= "Opportunistic sensor scheduling in wireless control systems", BOOKTITLE= "Proc. Conf. on Decision Control", ORGANIZATION= "Los Angeles CA", MONTH= "December 15-17", YEAR= "2014", PAGES= "3777-3782", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2014_gatsis_etal_a.pdf", NUMMONTH= "12", CITATIONS = "0", PUBTYPE= "Conference"}`

- M. Zargham, A. Ribeiro, and A. Jadbabaie, “Discounted integral priority routing for data networks,” in Proc. global telecommun. conf, 2014, pp. 1993-1998.

[Bibtex]`@inproceedings{cZarghamEtal14, AUTHOR= "M. Zargham and A. Ribeiro and A. Jadbabaie", TITLE= "Discounted integral priority routing for data networks", BOOKTITLE= "Proc. Global Telecommun. Conf", ORGANIZATION= "Austin, TX", MONTH= "December 8-12", YEAR= "2014", PAGES= "1993-1998", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2014_zargham_etal.pdf", NUMMONTH= "12", CITATIONS = "0", PUBTYPE= "Conference"}`

- S. Segarra and A. Ribeiro, “Dithering and betweenness centrality in weighted graphs,” in Proc. global conf. signal info. process., 2014, pp. 847-851.

[Bibtex]`@inproceedings{cSegarraRibeiro14a, AUTHOR= "S. Segarra and A. Ribeiro", TITLE= "Dithering and betweenness centrality in weighted graphs", BOOKTITLE= "Proc. Global Conf. Signal Info. Process.", ORGANIZATION= "Atlanta, GA", MONTH= "Dec 3-5", YEAR= "2014", PAGES= "847-851", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2014_segarra_ribeiro_a.pdf", NUMMONTH= "", CITATIONS = "", PUBTYPE= "Conference"}`

- A. Mokhtari and A. Ribeiro, “Network Newton,” in Proc. asilomar conf. on signals systems computers, 2014, pp. 1621-1625.

[Bibtex]`@inproceedings{cMokhtariEtal14, AUTHOR= "A. Mokhtari and A. Ribeiro", TITLE= "Network {Newton}", BOOKTITLE= "Proc. Asilomar Conf. on Signals Systems Computers", ORGANIZATION= "Pacific Grove CA", MONTH= "November 2-5", YEAR= "2014", PAGES= "1621-1625", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2014_mokhtari_etal.pdf", NUMMONTH= "", CITATIONS = "", PUBTYPE= "Conference"}`

- J. Stephan, J. Fink, B. Charrow, A. Ribeiro, and V. Kumar, “Robust routing and multi-confirmation transmission protocol for connectivity management of mobile robotic teams,” in Int. conf. intelligent robots systems, 2014, pp. 3753-3760.

[Bibtex]`@inproceedings{cStephanEtal14, AUTHOR= "J. Stephan and J. Fink and B. Charrow and A. Ribeiro and V. Kumar", TITLE= "Robust routing and multi-confirmation transmission protocol for connectivity management of mobile robotic teams", BOOKTITLE= "Int. Conf. Intelligent Robots Systems", ORGANIZATION= "Chicago, IL", MONTH= "September 14-18", YEAR= "2014", PAGES= "3753-3760", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2014_stephan_etal.pdf", NUMMONTH= "9", CITATIONS = "0", PUBTYPE= "Conference"}`

- G. Carlsson, F. Memoli, A. Ribeiro, and S. Segarra, “Hierarchical quasi-clustering methods for asymmetric networks,” in Jmlr w and cp: international conference on machine learning, 2014, pp. 352-360.

[Bibtex]`@inproceedings{cCarlssonEtal14, AUTHOR= "G. Carlsson and F. Memoli and A. Ribeiro and S. Segarra", TITLE= "Hierarchical quasi-clustering methods for asymmetric networks", BOOKTITLE= "JMLR W and CP: International Conference on Machine Learning", ORGANIZATION= "Beijing China", MONTH= "June 21-26", YEAR= "2014", PAGES= "352-360", VOLUME= "32", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2014_carlsson_etal.pdf", NUMMONTH= "6", CITATIONS = "0", PUBTYPE= "Conference"}`

- C. Eksin, H. Delic, and A. Ribeiro, “Distributed demand side management of heterogeneous rational consumers in smart grids with renewable sources,” in Proc. int. conf. acoustics speech signal process., 2014, pp. 1100-1104.

[Bibtex]`@inproceedings{cEksinEtal14, AUTHOR= "C. Eksin and H. Delic and A. Ribeiro", TITLE= "Distributed demand side management of heterogeneous rational consumers in smart grids with renewable sources", BOOKTITLE= "Proc. Int. Conf. Acoustics Speech Signal Process.", ORGANIZATION= "Florence Italy", MONTH= "May 4-9", YEAR= "2014", PAGES= "1100 - 1104", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2014_eksin_etal.pdf", NUMMONTH= "5", CITATIONS = "0", PUBTYPE= "Conference"}`

- C. Eksin, P. Molavi, A. Ribeiro, and A. Jadbabaie, “Information aggregation in a beauty contest game,” in Proc. int. conf. acoustics speech signal process., 2014, pp. 4783-4787.

[Bibtex]`@inproceedings{cEksinEtal14a, AUTHOR= "C. Eksin and P. Molavi and A. Ribeiro and A. Jadbabaie", TITLE= "Information aggregation in a beauty contest game", BOOKTITLE= "Proc. Int. Conf. Acoustics Speech Signal Process.", ORGANIZATION= "Florence Italy", MONTH= "May 4-9", YEAR= "2014", PAGES= "4783 - 4787 ", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2014_eksin_etal_a.pdf", NUMMONTH= "5", CITATIONS = "0", PUBTYPE= "Conference"}`

- A. Koppel, F. Jakubiec, and A. Ribeiro, “A saddle point algorithm for networked online convex optimization,” in Proc. int. conf. acoustics speech signal process., 2014, pp. 8292-8296.

[Bibtex]`@inproceedings{cKoppelEtal14, AUTHOR= "A. Koppel and F. Jakubiec and A. Ribeiro", TITLE= "A saddle point algorithm for networked online convex optimization", BOOKTITLE= "Proc. Int. Conf. Acoustics Speech Signal Process.", ORGANIZATION= "Florence Italy", MONTH= "May 4-9", YEAR= "2014", PAGES= "8292 - 8296", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2014_koppel_etal.pdf", NUMMONTH= "5", CITATIONS = "0", PUBTYPE= "Conference"}`

- Q. Ling and A. Ribeiro, “Decentralized linearized alternating direction method of multipliers,” in Proc. int. conf. acoustics speech signal process., 2014, pp. 5447-5451.

[Bibtex]`@inproceedings{cLingRibeiro14, AUTHOR= "Q. Ling and A. Ribeiro", TITLE= "Decentralized linearized alternating direction method of multipliers", BOOKTITLE= "Proc. Int. Conf. Acoustics Speech Signal Process.", ORGANIZATION= "Florence Italy", MONTH= "May 4-9", YEAR= "2014", PAGES= "5447-5451", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2014_ling_ribeiro.pdf", NUMMONTH= "5", CITATIONS = "0", PUBTYPE= "Conference"}`

- A. Mokhtari and A. Ribeiro, “A quasi-Newton method for large scale support vector machines,” in Proc. int. conf. acoustics speech signal process., 2014, pp. 8302-8306.

[Bibtex]`@inproceedings{cMokhtariRibeiro14, AUTHOR= "A. Mokhtari and A. Ribeiro", TITLE= "A quasi-{Newton} method for large scale support vector machines", BOOKTITLE= "Proc. Int. Conf. Acoustics Speech Signal Process.", ORGANIZATION= "Florence Italy", MONTH= "May 4-9", YEAR= "2014", PAGES= "8302-8306", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2014_mokhtari_ribeiro.pdf", NUMMONTH= "", CITATIONS = "", PUBTYPE= "Conference"}`

- S. Segarra and A. Ribeiro, “A stable betweenness centrality measure in networks,” in Proc. int. conf. acoustics speech signal process., 2014, pp. 3859-3863.

[Bibtex]`@inproceedings{cSegarraRibeiro14, AUTHOR= "S. Segarra and A. Ribeiro", TITLE= "A stable betweenness centrality measure in networks", BOOKTITLE= "Proc. Int. Conf. Acoustics Speech Signal Process.", ORGANIZATION= "Florence Italy", MONTH= "May 4-9", YEAR= "2014", PAGES= "3859-3863", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2014_segarra_ribeiro.pdf", NUMMONTH= "5", CITATIONS = "0", PUBTYPE= "Conference"}`

- K. Gatsis, M. Pajic, A. Ribeiro, and G. Pappas, “Opportunistic scheduling of control tasks over shared wireless channels,” in Proc. acm/ieee int. conf. cyber-physical systems, 2014, pp. 48-59.

[Bibtex]`@inproceedings{cGatsisEtal14, AUTHOR= "K. Gatsis and M. Pajic and A. Ribeiro and G. Pappas", TITLE= "Opportunistic scheduling of control tasks over shared wireless channels", BOOKTITLE= "Proc. ACM/IEEE Int. Conf. Cyber-Physical Systems", ORGANIZATION= "Berlin Germany", MONTH= "April 14-17", YEAR= "2014", PAGES= "48-59", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2014_gatsis_etal.pdf", NUMMONTH= "4", CITATIONS = "0", PUBTYPE= "Conference"}`

### 2013

- S. Segarra and A. Ribeiro, “Hierarchical clustering and consensus in trust networks,” in Proc. of the fifth ieee int. workshop on computational advances in multi-sensor adaptive process., 2013, pp. 85-88.

[Bibtex]`@inproceedings{cSegarraRibeiro13, AUTHOR= "S. Segarra and A. Ribeiro", TITLE= "Hierarchical clustering and consensus in trust networks", BOOKTITLE= "Proc. of the fifth IEEE Int. Workshop on Computational Advances in Multi-Sensor Adaptive Process.", ORGANIZATION= "Saint Martin", MONTH= "December 15-18", YEAR= "2013", PAGES= "85-88", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2013_segarra_ribeiro.pdf", NUMMONTH= "12", CITATIONS = "0", PUBTYPE= "Conference"}`

- A. De, A. Ribeiro, W. Moran, and D. E. Koditschek, “Convergence of bayesian histogram filters for location estimation,” in Proc. conf. on decision control, 2013, pp. 7047-7053.

[Bibtex]`@inproceedings{cDeEtal13a, AUTHOR= "A. De and A. Ribeiro and W. Moran and D. E. Koditschek", TITLE= "Convergence of Bayesian histogram filters for location estimation", BOOKTITLE= "Proc. Conf. on Decision Control", ORGANIZATION= "Florence Italy", MONTH= "December 10-13", YEAR= "2013", PAGES= "7047-7053", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2013_de_etal.pdf", NUMMONTH= "12", CITATIONS = "0", PUBTYPE= "Conference"}`

- K. Gatsis, M. Pajic, A. Ribeiro, and G. Pappas, “Power-aware communication for wireless sensor-actuator systems,” in Proc. conf. on decision control, 2013, pp. 4006-4011.

[Bibtex]`@inproceedings{cGatsisEtal13a, AUTHOR= "K. Gatsis and M. Pajic and A. Ribeiro and G. Pappas", TITLE= "Power-aware communication for wireless sensor-actuator systems ", BOOKTITLE= "Proc. Conf. on Decision Control", ORGANIZATION= "Florence Italy", MONTH= "December 10-13", YEAR= "2013", PAGES= "4006-4011", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2013_gatsis_etal_a.pdf", NUMMONTH= "12", CITATIONS = "0", PUBTYPE= "Conference"}`

- P. Molavi, C. Eksin, A. Ribeiro, and A. Jadbabaie, “Learning to coordinate in a beauty contest game,” in Proc. conf. on decision control, 2013, pp. 7358-7363.

[Bibtex]`@inproceedings{cMolaviEtal13, AUTHOR= "P. Molavi and C. Eksin and A. Ribeiro and A. Jadbabaie", TITLE= "Learning to coordinate in a beauty contest game", BOOKTITLE= "Proc. Conf. on Decision Control", ORGANIZATION= "Florence Italy", MONTH= "December 10-13", YEAR= "2013", PAGES= "7358 - 7363", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2013_molavi_etal.pdf", NUMMONTH= "12", CITATIONS = "0", PUBTYPE= "Conference"}`

- M. Zargham, A. Ribeiro, and A. Jadbabaie, “Accelerated dual descent for constrained convex network flow optimization,” in Proc. conf. on decision control, 2013, pp. 1037-1042.

[Bibtex]`@inproceedings{cZarghamEtal13a, AUTHOR= "M. Zargham and A. Ribeiro and A. Jadbabaie", TITLE= "Accelerated dual descent for constrained convex network flow optimization", BOOKTITLE= "Proc. Conf. on Decision Control", ORGANIZATION= "Florence Italy", MONTH= "December 10-13", YEAR= "2013", PAGES= "1037 - 1042", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2013_zargham_etal_a.pdf", NUMMONTH= "9", CITATIONS = "0", PUBTYPE= "Conference"}`

- M. Zargham, A. Ribeiro, and A. Jadbabaie, “Accelerated backpressure algorithm,” in Proc. global telecommun. conf., 2013, pp. 2269-2275.

[Bibtex]`@inproceedings{cZarghamEtal13, AUTHOR= "M. Zargham and A. Ribeiro and A. Jadbabaie", TITLE= "Accelerated backpressure algorithm", BOOKTITLE= "Proc. Global Telecommun. Conf.", ORGANIZATION= "Atlanta GA", MONTH= "December 9-13", YEAR= "2013", PAGES= "2269 - 2275", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2013_zargham_etal.pdf", NUMMONTH= "9", CITATIONS = "0", PUBTYPE= "Conference"}`

- G. Carlsson, F. Memoli, A. Ribeiro, and S. Segarra, “Alternative axiomatic constructions for hierarchical clustering of asymmetric networks,” in Proc. global conf. signal info. process., 2013, pp. 791-794.

[Bibtex]`@inproceedings{cCarlssonEtal13b, AUTHOR= "G. Carlsson and F. Memoli and A. Ribeiro and S. Segarra", TITLE= "Alternative axiomatic constructions for hierarchical clustering of asymmetric networks", BOOKTITLE= "Proc. Global Conf. Signal Info. Process.", ORGANIZATION= "Austin TX", MONTH= "December 3-5", YEAR= "2013", PAGES= "791-794", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2013_carlsson_etal_b.pdf", NUMMONTH= "12", CITATIONS = "0", PUBTYPE= "Conference"}`

- A. Mokhtari and A. Ribeiro, “Regularized stochastic BFGS algorithm,” in Proc. global conf. signal info. process., 2013, pp. 1109-1112.

[Bibtex]`@inproceedings{cMokhtariRibeiro13b, AUTHOR= "A. Mokhtari and A. Ribeiro", TITLE= "Regularized stochastic {BFGS} algorithm", BOOKTITLE= "Proc. Global Conf. Signal Info. Process.", ORGANIZATION= "Austin TX", MONTH= "December 3-5", YEAR= "2013", PAGES= "1109-1112", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2013_mokhtari_ribeiro_a.pdf", NUMMONTH= "12", CITATIONS = "0", PUBTYPE= "Conference"}`

- G. Carlsson, F. Memoli, A. Ribeiro, and S. Segarra, “Hierarchical clustering methods and algorithms for asymmetric networks,” in Proc. asilomar conf. on signals systems computers, 2013, pp. 1773-1777.

[Bibtex]`@inproceedings{cCarlssonEtal13a, AUTHOR= "G. Carlsson and F. Memoli and A. Ribeiro and S. Segarra", TITLE= "Hierarchical clustering methods and algorithms for asymmetric networks", BOOKTITLE= "Proc. Asilomar Conf. on Signals Systems Computers", ORGANIZATION= "Pacific Grove CA", MONTH= "November 3-6", YEAR= "2013", PAGES= "1773-1777", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2013_carlsson_etal_a.pdf", NUMMONTH= "9", CITATIONS = "0", PUBTYPE= "Conference"}`

- K. Yuan, Q. Ling, W. Yin, and A. Ribeiro, “A linearized bregman algorithm for decentralized basis pursuit,” in Proc. european signal process. conf., 2013, pp. 1-5.

[Bibtex]`@inproceedings{cYuanEtal13, AUTHOR= "K. Yuan and Q. Ling and W. Yin and A. Ribeiro", TITLE= "A linearized Bregman algorithm for decentralized basis pursuit", BOOKTITLE= "Proc. European Signal Process. Conf.", ORGANIZATION= "Marrakech Morocco", MONTH= "September 9-13", YEAR= "2013", PAGES= "1-5", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2013_yuan_etal.pdf", NUMMONTH= "9", CITATIONS = "0", PUBTYPE= "Conference"}`

- C. Eksin, P. Molavi, A. Ribeiro, and A. Jadbabaie, “Distributed filters for bayesian network games,” in Proc. european signal process. conf., 2013, pp. 1-5.

[Bibtex]`@inproceedings{cEksinEtal13a, AUTHOR= "C. Eksin and P. Molavi and A. Ribeiro and A. Jadbabaie", TITLE= "Distributed filters for Bayesian network games", BOOKTITLE= "Proc. European Signal Process. Conf.", ORGANIZATION= "Marrakech Morocco", MONTH= "September 9-13", YEAR= "2013", PAGES= "1-5", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2013_eksin_etal_a.pdf", NUMMONTH= "9", CITATIONS = "0", PUBTYPE= "Conference"}`

- Q. Ling and A. Ribeiro, “Decentralized dynamic optimization through the alternating direction method of multipliers,” in Proc. ieee workshop on signal process. advances in wireless commun., 2013, pp. 170-174.

[Bibtex]`@inproceedings{cLingRibeiro13, AUTHOR= "Q. Ling and A. Ribeiro", TITLE= "Decentralized dynamic optimization through the alternating direction method of multipliers", BOOKTITLE= "Proc. IEEE Workshop on Signal Process. Advances in Wireless Commun.", ORGANIZATION= "Darmstadt Germany", MONTH= "June 16-19", YEAR= "2013", PAGES= "170-174 ", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2013_ling_ribeiro.pdf", NUMMONTH= "6", CITATIONS = "0", PUBTYPE= "Conference"}`

- Y. Hu and A. Ribeiro, “Cognitive access algorithms for multiple access channels,” in Proc. ieee workshop on signal process. advances in wireless commun., 2013, pp. 120-124.

[Bibtex]`@inproceedings{cHuRibeiro13, AUTHOR= "Y. Hu and A. Ribeiro", TITLE= "Cognitive access algorithms for multiple access channels", BOOKTITLE= "Proc. IEEE Workshop on Signal Process. Advances in Wireless Commun.", ORGANIZATION= "Darmstadt Germany", MONTH= "June 16-19", YEAR= "2013", PAGES= "120-124", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2013_hu_ribeiro.pdf", NUMMONTH= "6", CITATIONS = "0", PUBTYPE= "Conference"}`

- A. Mokhtari and A. Ribeiro, “A dual stochastic DFP algorithm for optimal resource allocation in wireless systems,” in Proc. ieee workshop on signal process. advances in wireless commun., 2013, pp. 21-25.

[Bibtex]`@inproceedings{cMokhtariRibeiro13a, AUTHOR= "A. Mokhtari and A. Ribeiro", TITLE= "A dual stochastic {DFP} algorithm for optimal resource allocation in wireless systems", BOOKTITLE= "Proc. IEEE Workshop on Signal Process. Advances in Wireless Commun.", ORGANIZATION= "Darmstadt Germany", MONTH= "June 16-19", YEAR= "2013", PAGES= "21-25", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2013_mokhtari_ribeiro.pdf", NUMMONTH= "6", CITATIONS = "0", PUBTYPE= "Conference"}`

- K. Gatsis, A. Ribeiro, and G. Pappas, “Optimal power management in wireless control systems,” in Proc. american control conf., 2013, pp. 1562-1569.

[Bibtex]`@inproceedings{cGatsisEtal13, AUTHOR= "K. Gatsis and A. Ribeiro and G. Pappas", TITLE= "Optimal power management in wireless control systems", BOOKTITLE= "Proc. American Control Conf.", ORGANIZATION= "Washington DC", MONTH= "June 17-19", YEAR= "2013", PAGES= "1562-1569", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2013_gatsis_etal.pdf", NUMMONTH= "6", CITATIONS = "0", PUBTYPE= "Conference"}`

- G. Carlsson, F. Memoli, A. Ribeiro, and S. Segarra, “Axiomatic construction of hierarchical clustering in asymmetric networks,” in Proc. int. conf. acoustics speech signal process., 2013.

[Bibtex]`@inproceedings{cCarlssonEtal13, AUTHOR= "G. Carlsson and F. Memoli and A. Ribeiro and S. Segarra", TITLE= "Axiomatic construction of hierarchical clustering in asymmetric networks", BOOKTITLE= "Proc. Int. Conf. Acoustics Speech Signal Process.", ORGANIZATION= "Vancouver Canada", MONTH= "May 26-31", YEAR= "2013", PAGES= "", VOLUME= "5219-5223", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2013_carlsson_etal.pdf", NUMMONTH= "5", CITATIONS = "0", PUBTYPE= "Conference"}`

- C. Eksin, P. Molavi, A. Ribeiro, and A. Jadbabaie, “Bayesian quadratic network game filters,” in Proc. int. conf. acoustics speech signal process., 2013, pp. 4589-4593.

[Bibtex]`@inproceedings{cEksinEtal13, AUTHOR= "C. Eksin and P. Molavi and A. Ribeiro and A. Jadbabaie", TITLE= "Bayesian quadratic network game filters", BOOKTITLE= "Proc. Int. Conf. Acoustics Speech Signal Process.", ORGANIZATION= "Vancouver Canada", MONTH= "May 26-31", YEAR= "2013", PAGES= "4589 - 4593", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2013_eksin_etal.pdf", NUMMONTH= "5", CITATIONS = "0", PUBTYPE= "Conference"}`

- S. Segarra, M. Eisen, and A. Ribeiro, “Authorship attribution using function words adjacency networks,” in Proc. int. conf. acoustics speech signal process., 2013.

[Bibtex]`@inproceedings{cSegarraEtal13, AUTHOR= "S. Segarra and M. Eisen and A. Ribeiro", TITLE= "Authorship attribution using function words adjacency networks", BOOKTITLE= "Proc. Int. Conf. Acoustics Speech Signal Process.", ORGANIZATION= "Vancouver Canada", MONTH= "May 26-31", YEAR= "2013", PAGES= "", VOLUME= "5563-5567", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2013_segarra_etal.pdf", NUMMONTH= "5", CITATIONS = "0", PUBTYPE= "Conference"}`

### 2012

- M. Zargham, A. Ribeiro, and A. Jadbabaie, “Network optimization under uncertainty,” in Proc. conf. on decision control, 2012, pp. 7470-7475.

[Bibtex]`@inproceedings{cZarghamEtal12a, AUTHOR= "M. Zargham and A. Ribeiro and A. Jadbabaie", TITLE= "Network optimization under uncertainty", BOOKTITLE= "Proc. Conf. on Decision Control", ORGANIZATION= "Maui Hawaii", MONTH= "December 10-13", YEAR= "2012", PAGES= "7470-7475", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2012_zargham_etal_a.pdf", NUMMONTH= "12", CITATIONS = "0", PUBTYPE= "Conference"}`

- C. Eksin, P. Molavi, A. Ribeiro, and A. Jadbabaie, “Dynamic games with side information in economic networks,” in Proc. asilomar conf. on signals systems computers, 2012, pp. 520-524.

[Bibtex]`@inproceedings{cEksinEtal12a, AUTHOR= "C. Eksin and P. Molavi and A. Ribeiro and A. Jadbabaie", TITLE= "Dynamic games with side information in economic networks", BOOKTITLE= "Proc. Asilomar Conf. on Signals Systems Computers", ORGANIZATION= "Pacific Grove CA", MONTH= "November 4-7", YEAR= "2012", PAGES= "520-524", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2012_eksin_etal_a.pdf", NUMMONTH= "11", CITATIONS = "0", PUBTYPE= "Conference"}`

- F. Jakubiec and A. Ribeiro, “Distributed maximum a posteriori probability estimation for tracking of dynamic systems,” in Proc. asilomar conf. on signals systems computers, 2012, pp. 1478-1482.

[Bibtex]`@inproceedings{cJakubiecRibeiro12a, AUTHOR= "F. Jakubiec and A. Ribeiro", TITLE= "Distributed maximum a posteriori probability estimation for tracking of dynamic systems", BOOKTITLE= "Proc. Asilomar Conf. on Signals Systems Computers", ORGANIZATION= "Pacific Grove CA", MONTH= "November 4-7", YEAR= "2012", PAGES= "1478-1482", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2012_jakubiec_ribeiro_a.pdf", NUMMONTH= "11", CITATIONS = "0", PUBTYPE= "Conference"}`

- B. Arzani, R. Guerin, and A. Ribeiro, “A distributed routing protocol for predictable rates in wireless mesh networks.,” in Proc. int. conf. on network protocols, 2012, pp. 1-10.

[Bibtex]`@inproceedings{cArzaniEtal12a, AUTHOR= "B. Arzani and R. Guerin and A. Ribeiro", TITLE= "A Distributed Routing Protocol for Predictable Rates in Wireless Mesh Networks.", BOOKTITLE= "Proc. Int. Conf. on Network Protocols", ORGANIZATION= "Austin TX", MONTH= "October 30 - November 2", YEAR= "2012", PAGES= "1-10", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2012_arzani_etal.pdf", NUMMONTH= "12", CITATIONS = "0", PUBTYPE= "Conference"}`

- C. Eksin, P. Molavi, A. Ribeiro, and A. Jadbabaie, “Learning in linear games over networks,” in Proc. allerton conf. on commun. control computing, 2012, pp. 434-440.

[Bibtex]`@inproceedings{cEksinEtal12, AUTHOR= "C. Eksin and P. Molavi and A. Ribeiro and A. Jadbabaie", TITLE= "Learning in linear games over networks", BOOKTITLE= "Proc. Allerton Conf. on Commun. Control Computing", ORGANIZATION= "Monticello IL", MONTH= "October 1-5", YEAR= "2012", PAGES= "434-440", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2012_eksin_etal.pdf", NUMMONTH= "9", CITATIONS = "0", PUBTYPE= "Conference"}`

- M. Zargham, A. Ribeiro, and A. Jadbabaie, “A distributed line search for network optimization,” in Proc. american control conf., 2012, pp. 472-477.

[Bibtex]`@inproceedings{cZarghamEtal12, AUTHOR= "M. Zargham and A. Ribeiro and A. Jadbabaie", TITLE= "A distributed line search for network optimization", BOOKTITLE= "Proc. American Control Conf.", ORGANIZATION= "Montreal Canada", MONTH= "June 27-29", YEAR= "2012", PAGES= "472-477", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2012_zargham_etal.pdf", NUMMONTH= "6", CITATIONS = "0", PUBTYPE= "Conference"}`

- J. Fink, A. Ribeiro, and V. Kumar, “Motion planning for robust wireless networking,” in Proc. int. conf. robotics autom., 2012.

[Bibtex]`@inproceedings{cFinkEtal12, AUTHOR= "J. Fink and A. Ribeiro and V. Kumar", TITLE= "Motion planning for robust wireless networking", BOOKTITLE= "Proc. Int. Conf. Robotics Autom.", ORGANIZATION= "Saint Paul, MN", MONTH= "May 14-18", YEAR= "2012", PAGES= "", VOLUME= "2419-2426", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2012_fink_etal.pdf", NUMMONTH= "5", CITATIONS = "0", PUBTYPE= "Conference"}`

- C. Eksin and A. Ribeiro, “Heuristic rational models in social networks,” in Proc. int. conf. acoustics speech signal process., 2012, pp. 3077-3080.

[Bibtex]`@inproceedings{cEksinRibeiro12, AUTHOR= "C. Eksin and A. Ribeiro", TITLE= "Heuristic rational models in social networks", BOOKTITLE= "Proc. Int. Conf. Acoustics Speech Signal Process.", ORGANIZATION= "Kyoto Japan", MONTH= "March 25-30", YEAR= "2012", PAGES= "3077-3080", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2012_eksin_ribeiro.pdf", NUMMONTH= "3", CITATIONS = "0", PUBTYPE= "Conference"}`

- Y. Hu and A. Ribeiro, “Optimal wireless multiuser channels with imperfect channel state information,” in Proc. int. conf. acoustics speech signal process., 2012, pp. 3021-3024.

[Bibtex]`@inproceedings{cHuRibeiro12, AUTHOR= "Y. Hu and A. Ribeiro", TITLE= "Optimal wireless multiuser channels with imperfect channel state information", BOOKTITLE= "Proc. Int. Conf. Acoustics Speech Signal Process.", ORGANIZATION= "Kyoto Japan", MONTH= "March 25-30", YEAR= "2012", PAGES= "3021-3024 ", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2012_hu_ribeiro.pdf", NUMMONTH= "3", CITATIONS = "0", PUBTYPE= "Conference"}`

- F. Jakubiec and A. Ribeiro, “Distributed maximum a posteriori probability estimation of dynamic systems with wireless sensor networks,” in Proc. int. conf. acoustics speech signal process., 2012, pp. 2857-2860.

[Bibtex]`@inproceedings{cJakubiecRibeiro12, AUTHOR= "F. Jakubiec and A. Ribeiro", TITLE= "Distributed maximum a posteriori probability estimation of dynamic systems with wireless sensor networks", BOOKTITLE= "Proc. Int. Conf. Acoustics Speech Signal Process.", ORGANIZATION= "Kyoto Japan", MONTH= "March 25-30", YEAR= "2012", PAGES= "2857-2860", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2012_jakubiec_ribeiro.pdf", NUMMONTH= "3", CITATIONS = "0", PUBTYPE= "Conference"}`

### 2011

- J. LeNy, A. Ribeiro, and G. Pappas, “Robot deployment with end-to-end wireless communication constraints,” in Proc. conf. on decision control, 2011, pp. 4232-4238.

[Bibtex]`@inproceedings{cLeNyEtal11, AUTHOR= "J. LeNy and A. Ribeiro and G. Pappas", TITLE= "Robot deployment with end-to-end wireless communication constraints", BOOKTITLE= "Proc. Conf. on Decision Control", ORGANIZATION= "Orlando FA", MONTH= "December 12-15", YEAR= "2011", PAGES= "4232-4238 ", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2011_leny_etal.pdf", NUMMONTH= "12", CITATIONS = "0", PUBTYPE= "Conference"}`

- Y. Hu and A. Ribeiro, “Optimal transmission over a fading channel with imperfect channel state information,” in Global telecommun. conf., 2011, pp. 1-5.

[Bibtex]`@inproceedings{cHuRibeiro11b, AUTHOR= "Y. Hu and A. Ribeiro", TITLE= "Optimal transmission over a fading channel with imperfect channel state information", BOOKTITLE= "Global Telecommun. Conf.", ORGANIZATION= "Houston TX", MONTH= "December 5-9", YEAR= "2011", PAGES= "1-5", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2011_hu_ribeiro_b.pdf", NUMMONTH= "12", CITATIONS = "0", PUBTYPE= "Conference"}`

- C. Eksin and A. Ribeiro, “Network optimization with heuristic rational agents,” in Proc. asilomar conf. on signals systems computers, 2011, pp. 53-57.

[Bibtex]`@inproceedings{cEksinRibeiro11, AUTHOR= "C. Eksin and A. Ribeiro", TITLE= "Network optimization with heuristic rational agents", BOOKTITLE= "Proc. Asilomar Conf. on Signals Systems Computers", ORGANIZATION= "Pacific Grove CA", MONTH= "November 6-9", YEAR= "2011", PAGES= "53-57", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2011_eksin_ribeiro.pdf", NUMMONTH= "11", CITATIONS = "0", PUBTYPE= "Conference"}`

- M. Zavlanos, A. Ribeiro, and G. Pappas, “A framework for integrating mobility and routing in mobile communication networks,” in Proc. asilomar conf. on signals systems computers, 2011, pp. 1461-1465.

[Bibtex]`@inproceedings{cZavlanosEtal11a, AUTHOR= "M. Zavlanos and A. Ribeiro and G. Pappas", TITLE= "A framework for integrating mobility and routing in mobile communication networks", BOOKTITLE= "Proc. Asilomar Conf. on Signals Systems Computers", ORGANIZATION= "Pacific Grove CA", MONTH= "November 6-9", YEAR= "2011", PAGES= "1461-1465", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2011_zavlanos_etal_a.pdf", NUMMONTH= "11", CITATIONS = "0", PUBTYPE= "Conference"}`

- Y. Hu and A. Ribeiro, “Optimal random access for wireless networks in the presence of fading,” in Proc. allerton conf. on commun. control computing, 2011, pp. 800-807.

[Bibtex]`@inproceedings{cHuRibeiro11a, AUTHOR= "Y. Hu and A. Ribeiro", TITLE= "Optimal random access for wireless networks in the presence of fading", BOOKTITLE= "Proc. Allerton Conf. on Commun. Control Computing", ORGANIZATION= "Monticello IL", MONTH= "September 28-30", YEAR= "2011", PAGES= "800-807", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2011_hu_ribeiro_a.pdf", NUMMONTH= "9", CITATIONS = "0", PUBTYPE= "Conference"}`

- M. Zargham, A. Ribeiro, A. Ozdaglar, and A. Jadbabaie, “Accelerated dual descent for network optimization,” in Proc. american control conf., 2011, pp. 2663-2668.

[Bibtex]`@inproceedings{cZarghamEtal11, AUTHOR= "M. Zargham and A. Ribeiro and A. Ozdaglar and A. Jadbabaie", TITLE= "Accelerated dual descent for network optimization", BOOKTITLE= "Proc. American Control Conf.", ORGANIZATION= "San Francisco CA", MONTH= "June 29 - July 1", YEAR= "2011", PAGES= "2663-2668", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2011_zargham_etal.pdf", NUMMONTH= "6", CITATIONS = "0", PUBTYPE= "Conference"}`

- M. Zavlanos, A. Ribeiro, and G. Pappas, “Distributed control of mobility and routing in networks of robots,” in Proc. ieee workshop on signal process. advances in wireless commun., 2011, pp. 236-240.

[Bibtex]`@inproceedings{cZavlanosEtal11, AUTHOR= "M. Zavlanos and A. Ribeiro and G. Pappas", TITLE= "Distributed control of mobility and routing in networks of robots", BOOKTITLE= "Proc. IEEE Workshop on Signal Process. Advances in Wireless Commun.", ORGANIZATION= "San Francisco CA", MONTH= "June 26-29", YEAR= "2011", PAGES= "236-240 ", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2011_zavlanos_etal.pdf", NUMMONTH= "12", CITATIONS = "0", PUBTYPE= "Conference"}`

- Y. Hu and A. Ribeiro, “Optimal wireless networks based on local channel state information,” in Proc. int. conf. acoustics speech signal process., 2011, pp. 3124-3127.

[Bibtex]`@inproceedings{cHuRibeiro11, AUTHOR= "Y. Hu and A. Ribeiro", TITLE= "Optimal wireless networks based on local channel state information", BOOKTITLE= "Proc. Int. Conf. Acoustics Speech Signal Process.", ORGANIZATION= "Prague Czech Republic", MONTH= "May 22-27", YEAR= "2011", PAGES= "3124-3127", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2011_hu_ribeiro.pdf", NUMMONTH= "5", CITATIONS = "0", PUBTYPE= "Conference"}`

### 2010

- M. Zavlanos, A. Ribeiro, and G. Pappas, “Mobility and routing control in networks of robots,” in Proc. conf. on decision control, 2010, pp. 7545-7550.

[Bibtex]`@inproceedings{cZavlanosEtal10, AUTHOR= "M. Zavlanos and A. Ribeiro and G. Pappas", TITLE= "Mobility and routing control in networks of robots", BOOKTITLE= "Proc. Conf. on Decision Control", ORGANIZATION= "Atlanta GA", MONTH= "December 15-17", YEAR= "2010", PAGES= "7545-7550", VOLUME= "(to appear)", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2010_zavlanos_etal.pdf", NUMMONTH= "12", CITATIONS = "0", PUBTYPE= "Conference"}`

- J. Fink, A. Ribeiro, V. Kumar, and B. M. Sadler, “Optimal robust multihop routing for wireless networks of mobile micro autonomous systems,” in Proc. military commun. conf., 2010, pp. 1268-1273.

[Bibtex]`@inproceedings{cFinkEtal10, AUTHOR= "J. Fink and A. Ribeiro and V. Kumar and B. M. Sadler", TITLE= "Optimal robust multihop routing for wireless networks of mobile micro autonomous systems", BOOKTITLE= "Proc. Military Commun. Conf.", ORGANIZATION= "San Jose CA", MONTH= "October 31 - November 3", YEAR= "2010", PAGES= " 1268-1273", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2010_fink_etal.pdf", NUMMONTH= "10", CITATIONS = "0", PUBTYPE= "Conference"}`

- Y. Hu and A. Ribeiro, “Adaptive distributed algorithms for optimal random access channels,” in Proc. allerton conf. on commun. control computing, 2010, pp. 1474-1481.

[Bibtex]`@inproceedings{cHuRibeiro10, AUTHOR= "Y. Hu and A. Ribeiro", TITLE= "Adaptive distributed algorithms for optimal random access channels", BOOKTITLE= "Proc. Allerton Conf. on Commun. Control Computing", ORGANIZATION= "Monticello IL", MONTH= "September 29 - October 1", YEAR= "2010", PAGES= "1474-1481", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2010_hu_ribeiro.pdf", NUMMONTH= "9", CITATIONS = "0", PUBTYPE= "Conference"}`

- A. Ribeiro, “Stochastic learning algorithms for optimal design of wireless fading networks,” in Proc. ieee workshop on signal process. advances in wireless commun., 2010, pp. 1-5.

[Bibtex]`@inproceedings{cRibeiro10a, AUTHOR= "A. Ribeiro", TITLE= "Stochastic learning algorithms for optimal design of wireless fading networks", BOOKTITLE= "Proc. IEEE Workshop on Signal Process. Advances in Wireless Commun.", ORGANIZATION= "Marakech Morocco", MONTH= "June 20-23", YEAR= "2010", PAGES= "1-5", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2010_ribeiro_a.pdf", NUMMONTH= "6", CITATIONS = "0", PUBTYPE= "Conference"}`

- A. Ribeiro, “Ergodic stochastic optimization algorithms for wireless communication and networking,” in Proc. int. conf. acoustics speech signal process., 2010, pp. 3326-3329.

[Bibtex]`@inproceedings{cRibeiro10, AUTHOR= "A. Ribeiro", TITLE= "Ergodic stochastic optimization algorithms for wireless communication and networking", BOOKTITLE= "Proc. Int. Conf. Acoustics Speech Signal Process.", ORGANIZATION= "Dallas TX", MONTH= "March 14-19", YEAR= "2010", PAGES= "3326-3329", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2010_ribeiro.pdf", NUMMONTH= "3", CITATIONS = "0", PUBTYPE= "Conference"}`

### 2009

- A. Ribeiro, “Stochastic soft backpressure algorithms for routing and scheduling in wireless ad-hoc networks,” in Proc. of the third ieee int. workshop on computational advances in multi-sensor adaptive process., 2009, pp. 137-140.

[Bibtex]`@inproceedings{cRibeiro09a, AUTHOR= "A. Ribeiro", TITLE= "Stochastic soft backpressure algorithms for routing and scheduling in wireless ad-hoc networks", BOOKTITLE= "Proc. of the third IEEE Int. Workshop on Computational Advances in Multi-Sensor Adaptive Process.", ORGANIZATION= "Aruba Dutch Antilles", MONTH= "December 13-16", YEAR= "2009", PAGES= "137-140", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2009_ribeiro_b.pdf", NUMMONTH= "12", CITATIONS = "0", PUBTYPE= "Conference"}`

- A. Ribeiro, “Layers and layer interfaces in wireless networks,” in Proc. int. conf. acoustics speech signal process., 2009, pp. 2557-2560.

[Bibtex]`@inproceedings{cRibeiro09, AUTHOR= "A. Ribeiro", TITLE= "Layers and layer interfaces in wireless networks", BOOKTITLE= "Proc. Int. Conf. Acoustics Speech Signal Process.", ORGANIZATION= "Taipei Taiwan", MONTH= "April 19-24", YEAR= "2009", PAGES= "2557-2560", VOLUME= "" , PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2009_ribeiro.pdf", NUMMONTH= "4", CITATIONS = "0", PUBTYPE= "Conference"}`

- N. Gatsis, A. Ribeiro, and G. Giannakis, “Cross-layer optimization of wireless fading ad-hoc networks,” in Proc. int. conf. acoustics speech signal process., 2009, pp. 2353-2356.

[Bibtex]`@inproceedings{cGatsisEtal09, AUTHOR= "N. Gatsis and A. Ribeiro and G. Giannakis", TITLE= "Cross-layer optimization of wireless fading ad-hoc networks", BOOKTITLE= "Proc. Int. Conf. Acoustics Speech Signal Process.", ORGANIZATION= "Taipei Taiwan", MONTH= "April 19-24", YEAR= "2009", PAGES= "2353-2356", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2009_gatsis_etal.pdf", NUMMONTH= "4", CITATIONS = "2", PUBTYPE= "Conference"}`

### 2008

- A. Ribeiro and G. Giannakis, “Optimal layered architectures of wireless networks,” in Proc. asilomar conf. on signals systems computers, 2008, pp. 2147-2151.

[Bibtex]`@inproceedings{cRibeiroGiannakis08c, AUTHOR= "A. Ribeiro and G. Giannakis", TITLE= "Optimal layered architectures of wireless networks", BOOKTITLE= "Proc. Asilomar Conf. on Signals Systems Computers", ORGANIZATION= "Pacific Grove CA", MONTH= "November 4-7", YEAR= "2008", PAGES= "2147-2151", VOLUME= "", NOTE= "Available at {http://www.seas.upenn.edu/~aribeiro/}", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2008_ribeiro_giannakis_c.pdf", NUMMONTH= "11", CITATIONS = "2", PUBTYPE= "Conference"}`

- A. Ribeiro and G. Giannakis, “Robust stochastic routing and scheduling for wireless ad-hoc networks,” in Proc. wireless commun. mobile computing conf., 2008, pp. 50-55.

[Bibtex]`@inproceedings{cRibeiroGiannakis08b, AUTHOR= "A. Ribeiro and G. Giannakis", TITLE= "Robust stochastic routing and scheduling for wireless ad-hoc networks", BOOKTITLE= "Proc. Wireless Commun. Mobile Computing Conf.", ORGANIZATION= "Crete Island Greece", MONTH= "August 6-8", YEAR= "2008", PAGES= "50-55", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2008_ribeiro_giannakis_b.pdf", NUMMONTH= "8", CITATIONS = "0", PUBTYPE= "Conference"}`

- E. Msechu, A. Ribeiro, S. Roumeliotis, and G. Giannakis, “Distributed kalman filtering based on quantized innovations,” in Proc. int. conf. acoustics speech signal process., 2008, pp. 3293-3296.

[Bibtex]`@inproceedings{cMsechuEtal08, AUTHOR= "E. Msechu and A. Ribeiro and S. Roumeliotis and G. Giannakis", TITLE= "Distributed Kalman filtering based on quantized innovations", BOOKTITLE= "Proc. Int. Conf. Acoustics Speech Signal Process.", ORGANIZATION= "Las Vegas NV", MONTH= "March 31 - April 4", YEAR= "2008", PAGES= "3293-3296", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2008_msechu_etal.pdf", NUMMONTH= "4", CITATIONS = "3", PUBTYPE= "Conference"}`

- A. Ribeiro and G. Giannakis, “Optimal fdma over wireless fading mobile ad-hoc networks,” in Proc. int. conf. acoustics speech signal process., 2008, pp. 2765-2768.

[Bibtex]`@inproceedings{cRibeiroGiannakis08a, AUTHOR= "A. Ribeiro and G. Giannakis", TITLE= "Optimal FDMA over wireless fading mobile ad-hoc networks", BOOKTITLE= "Proc. Int. Conf. Acoustics Speech Signal Process.", ORGANIZATION= "Las Vegas NV", MONTH= "March 31 - April 4", YEAR= "2008", PAGES= "2765-2768", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2008_ribeiro_giannakis_a.pdf", NUMMONTH= "4", CITATIONS = "3", PUBTYPE= "Conference"}`

- A. Ribeiro and G. Giannakis, “Layer separability of wireless networks,” in Proc. conf. on info. sciences and systems, 2008, pp. 821-826.

[Bibtex]`@inproceedings{cRibeiroGiannakis08, AUTHOR= "A. Ribeiro and G. Giannakis", TITLE= "Layer separability of wireless networks", BOOKTITLE= "Proc. Conf. on Info. Sciences and Systems", ORGANIZATION= "Princeton Univ. Princeton NJ", MONTH= "March 19-21", YEAR= "2008", PAGES= "821-826", VOLUME= "", NOTE= "Available at {\footnotesize {http://www.seas.upenn.edu/~aribeiro/}}", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2008_ribeiro_giannakis.pdf", NUMMONTH= "3", CITATIONS = "6", PUBTYPE= "Conference"}`

### 2007

- E. Msechu, S. Roumeliotis, A. Ribeiro, and G. Giannakis, “Distributed iterativelly quantized kalman filtering for wireless sensor networks,” in Proc. asilomar conf. on signals systems computers, 2007, pp. 646-650.

[Bibtex]`@inproceedings{cMsechuEtal07, AUTHOR= "E. Msechu and S. Roumeliotis and A. Ribeiro and G. Giannakis", TITLE= "Distributed iterativelly quantized Kalman filtering for wireless sensor networks", BOOKTITLE= "Proc. Asilomar Conf. on Signals Systems Computers", ORGANIZATION= "Pacific Grove CA", MONTH= "November 4-7", YEAR= "2007", PAGES= "646-650", VOLUME= "", NOTE= "Available at {\footnotesize {http://www.seas.upenn.edu/~aribeiro/}}", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2007_msechu_etal.pdf", NUMMONTH= "11", CITATIONS = "2", PUBTYPE= "Conference"}`

- I. Schizas, G. Giannakis, S. Roumeliotis, and A. Ribeiro, “Anytime optimal distributed kalman filtering and smoothing,” in Proc. ieee workshop on statistical signal process., 2007, pp. 368-372.

[Bibtex]`@inproceedings{cSchizasEtal07b, AUTHOR= "I. Schizas and G. Giannakis and S. Roumeliotis and A. Ribeiro", TITLE= "Anytime optimal distributed Kalman filtering and smoothing", BOOKTITLE= "Proc. IEEE Workshop on Statistical Signal Process.", ORGANIZATION= "Madison WI", MONTH= "August 26-29", YEAR= "2007", PAGES= "368-372", VOLUME= "", NOTE= "Available at {\footnotesize {http://www.seas.upenn.edu/~aribeiro/}}", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2007_schizas_etal_b.pdf", NUMMONTH= "8", CITATIONS = "10", PUBTYPE= "Conference"}`

- I. Schizas, G. Giannakis, and A. Ribeiro, “Distributed map and lmmse estimation of random signals using ad hoc wireless sensor networks with noisy links,” in Proc. ieee workshop on signal process. advances in wireless commun., 2007, pp. 1-5.

[Bibtex]`@inproceedings{cSchizasEtal07a, AUTHOR= "I. Schizas and G. Giannakis and A. Ribeiro", TITLE= "Distributed MAP and LMMSE estimation of random signals using ad hoc wireless sensor networks with noisy links", BOOKTITLE= "Proc. IEEE Workshop on Signal Process. Advances in Wireless Commun.", ORGANIZATION= "Helsinki Finland", MONTH= "June 17-20", YEAR= "2007", PAGES= "1-5", VOLUME= "", NOTE= "Available at {\footnotesize {http://www.seas.upenn.edu/~aribeiro/}}", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2007_schizas_etal_a.pdf", NUMMONTH= "6", CITATIONS = "0", PUBTYPE= "Conference"}`

- A. Ribeiro and G. Giannakis, “Joint stochastic routing and scheduling for multihop wireless ad-hoc networks,” in Proc. ieee workshop on signal process. advances in wireless commun., 2007, pp. 1-5.

[Bibtex]`@inproceedings{cRibeiroGiannakis07, AUTHOR= "A. Ribeiro and G. Giannakis", TITLE= "Joint stochastic routing and scheduling for multihop wireless ad-hoc networks", BOOKTITLE= "Proc. IEEE Workshop on Signal Process. Advances in Wireless Commun.", ORGANIZATION= "Helsinki Finland", MONTH= "June 17-20", YEAR= "2007", PAGES= "1-5", VOLUME= "", NOTE= "Available at {\footnotesize {http://www.seas.upenn.edu/~aribeiro/}}", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2007_ribeiro_giannakis.pdf", NUMMONTH= "6", CITATIONS = "1", PUBTYPE= "Conference"}`

- A. Ribeiro, T. Luo, N. Sidiropoulos, and G. Giannakis, “Modelling and optimization of stochastic routing for wireless multihop networks,” in Proc. ieee int. conf. on computer commun., 2007, pp. 1748-1756.

[Bibtex]`@inproceedings{cRibeiroEtal07a, AUTHOR= "A. Ribeiro and T. Luo and N. Sidiropoulos and G. Giannakis", TITLE= "Modelling and optimization of stochastic routing for wireless multihop networks", BOOKTITLE= "Proc. IEEE Int. Conf. on Computer Commun.", ORGANIZATION= "Anchorage AK", MONTH= "May 6-12", YEAR= "2007", PAGES= "1748-1756 ", VOLUME= "", NOTE= "Available at {\footnotesize {http://www.seas.upenn.edu/~aribeiro/}}", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2007_ribeiro_etal_a.pdf", NUMMONTH= "5", CITATIONS = "0", PUBTYPE= "Conference"}`

- I. Schizas, A. Ribeiro, and G. Giannakis, “Consensus-based distributed parameter estimation in ad hoc wireless sensor networks with noisy links,” in Proc. int. conf. acoustics speech signal process., 2007, pp. 849-852.

[Bibtex]`@inproceedings{cSchizasEtal07, AUTHOR= "I. Schizas and A. Ribeiro and G. Giannakis", TITLE= "Consensus-based distributed parameter estimation in ad hoc wireless sensor networks with noisy links", BOOKTITLE= "Proc. Int. Conf. Acoustics Speech Signal Process.", ORGANIZATION= "Honolulu HI", MONTH= "April 15-20", YEAR= "2007", PAGES= "849-852", VOLUME= "2", NOTE= "Available at {\footnotesize {http://www.seas.upenn.edu/~aribeiro/}}", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2007_schizas_etal.pdf", NUMMONTH= "4", CITATIONS = "7", PUBTYPE= "Conference"}`

- A. Ribeiro, G. Giannakis, and N. Sidiropoulos, “Distributed routing algorithms for wireless multihop networks,” in Proc. int. conf. acoustics speech signal process., 2007, pp. 517-520.

[Bibtex]`@inproceedings{cRibeiroEtal07, AUTHOR= "A. Ribeiro and G. Giannakis and N. Sidiropoulos", TITLE= "Distributed routing algorithms for wireless multihop networks", BOOKTITLE= "Proc. Int. Conf. Acoustics Speech Signal Process.", ORGANIZATION= "Honolulu HI", MONTH= "April 15-20", YEAR= "2007", PAGES= "517-520", VOLUME= "3", NOTE= "Available at {\footnotesize {http://www.seas.upenn.edu/~aribeiro/}}", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2007_ribeiro_etal.pdf", NUMMONTH= "4", CITATIONS = "2", PUBTYPE= "Conference"}`

- Y. Wu, A. Ribeiro, and G. Giannakis, “Robust routing in wireless multi-hop networks,” in Proc. conf. on info. sciences and systems, 2007, pp. 637-642.

[Bibtex]`@inproceedings{cWuEtal07, AUTHOR= "Y Wu and A. Ribeiro and G. Giannakis", TITLE= "Robust routing in wireless multi-hop networks", BOOKTITLE= "Proc. Conf. on Info. Sciences and Systems", ORGANIZATION= "Johns Hopkins Univ. Baltimore MD", MONTH= "March 14-16", YEAR= "2007", PAGES= "637-642", VOLUME= "", NOTE= "Available at {\footnotesize {http://www.seas.upenn.edu/~aribeiro/}}", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2007_wu_etal.pdf", NUMMONTH= "3", CITATIONS = "1", PUBTYPE= "Conference"}`

### 2006

- A. Cano-Pleite, T. Wang, A. Ribeiro, and G. Giannakis, “Link-adaptive distributed coding for multi-source cooperation,” in Global telecommun. conf., 2006, pp. 1-5.

[Bibtex]`@inproceedings{cCanoPleiteEtal06, AUTHOR= "A. Cano-Pleite and T. Wang and A. Ribeiro and G. Giannakis", TITLE= "Link-adaptive distributed coding for multi-source cooperation", BOOKTITLE= "Global Telecommun. Conf.", ORGANIZATION= "San Francisco CA", MONTH= "November 27 - December 1", YEAR= "2006", PAGES= "1-5", VOLUME= "", NOTE= "Available at {\footnotesize {http://www.seas.upenn.edu/~aribeiro/}}", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2006_canopleite_etal.pdf", NUMMONTH= "11", CITATIONS = "4", PUBTYPE= "Conference"}`

- A. Ribeiro, T. Luo, N. Sidiropoulos, and G. Giannakis, “A general optimization framework for stochastic routing in wireless multi-hop networks,” in Proc. asilomar conf. on signals systems computers, 2006, pp. 1367-1371.

[Bibtex]`@inproceedings{cRibeiroEtal06b, AUTHOR= "A. Ribeiro and T. Luo and N. Sidiropoulos and G. Giannakis", TITLE= "A general optimization framework for stochastic routing in wireless multi-hop networks", BOOKTITLE= "Proc. Asilomar Conf. on Signals Systems Computers", ORGANIZATION= "Pacific Grove CA", MONTH= "October29 - November 1", YEAR= "2006", PAGES= "1367-1371", VOLUME= "", NOTE= "Available at {\footnotesize {http://www.seas.upenn.edu/~aribeiro/}}", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2006_ribeiro_etal_b.pdf", NUMMONTH= "10", CITATIONS = "7", PUBTYPE= "Conference"}`

- I. Schizas, A. Ribeiro, and G. Giannakis, “Distributed estimation with ad hoc wireless sensor networks,” in Proc. of european signal. process. conf., 2006, pp. 1-5.

[Bibtex]`@inproceedings{cSchizasEtal06, AUTHOR= "I. Schizas and A. Ribeiro and G. Giannakis", TITLE= "Distributed estimation with ad hoc wireless sensor networks", BOOKTITLE= "Proc. of European Signal. Process. Conf.", ORGANIZATION= "Florence Italy", MONTH= "September 4-8", YEAR= "2006", PAGES= "1-5", VOLUME= "", NOTE= "Available at {\footnotesize {http://www.seas.upenn.edu/~aribeiro/}}", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2006_schizas_etal.pdf", NUMMONTH= "9", CITATIONS = "3", PUBTYPE= "Conference"}`

- A. Ribeiro, R. Wang, and G. Giannakis, “Multi-source cooperation with full-diversity spectral-efficiency and controllable-complexity,” in Proc. ieee workshop on signal process. advances in wireless commun., 2006, pp. 1-5.

[Bibtex]`@inproceedings{cRibeiroEtal06a, AUTHOR= "A. Ribeiro and R. Wang and G. Giannakis", TITLE= "Multi-source cooperation with full-diversity spectral-efficiency and controllable-complexity", BOOKTITLE= "Proc. IEEE Workshop on Signal Process. Advances in Wireless Commun.", ORGANIZATION= "Cannes France", MONTH= "July 2-5", YEAR= "2006", PAGES= "1-5", VOLUME= "", NOTE= "Available at {\footnotesize {http://www.seas.upenn.edu/~aribeiro/}}", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2006_ribeiro_etal_a.pdf", NUMMONTH= "7", CITATIONS = "14", PUBTYPE= "Conference"}`

- A. Ribeiro, G. Giannakis, and S. Roumeliotis, “Soi-kf: distributed kalman filtering with low-cost communications using the sign of innovations,” in Proc. int. conf. acoustics speech signal process., 2006, pp. 153-156.

[Bibtex]`@inproceedings{cRibeiroEtal06, AUTHOR= "A. Ribeiro and G. Giannakis and S. Roumeliotis", TITLE= "SOI-KF: distributed Kalman filtering with low-cost communications using the sign of innovations", BOOKTITLE= "Proc. Int. Conf. Acoustics Speech Signal Process.", ORGANIZATION= "Toulouse France", MONTH= "May 14-19", YEAR= "2006", PAGES= "153-156", VOLUME= "4", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2006_ribeiro_etal.pdf", NUMMONTH= "5", CITATIONS = "73", PUBTYPE= "Conference"}`

### 2005

- A. Ribeiro, R. Wang, and G. Giannakis, “Linear complex-field coding for cooperative networking,” in Proc. of the first ieee int. workshop on computational advances in multi-sensor adaptive process., 2005, pp. 48-51.

[Bibtex]`@inproceedings{cRibeiroEtal05b, AUTHOR= "A. Ribeiro and R. Wang and G. Giannakis", TITLE= "Linear complex-field coding for cooperative networking", BOOKTITLE= "Proc. of the first IEEE Int. Workshop on Computational Advances in Multi-Sensor Adaptive Process.", ORGANIZATION= "Puerto Vallarta Mexico", MONTH= "December 13-15", YEAR= "2005", PAGES= "48-51", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2005_ribeiro_etal_b.pdf", NUMMONTH= "12", CITATIONS = "1", PUBTYPE= "Conference"}`

- A. F. Sha, A. Ribeiro, and G. Giannakis, “Bandwidth-constrained map estimation for wireless sensor networks,” in Proc. asilomar conf. on signals systems computers, 2005, pp. 215-219.

[Bibtex]`@inproceedings{cShaEtal05, AUTHOR= "A. F. Sha and A. Ribeiro and G. Giannakis", TITLE= "Bandwidth-constrained MAP estimation for wireless sensor networks", BOOKTITLE= "Proc. Asilomar Conf. on Signals Systems Computers", ORGANIZATION= "Pacific Grove CA", MONTH= "October 28 - November 1", YEAR= "2005", PAGES= "215-219", VOLUME= "", NOTE= "Available at {\footnotesize {http://www.seas.upenn.edu/~aribeiro/}}", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2005_sha_etal.pdf", NUMMONTH= "10", CITATIONS = "11", PUBTYPE= "Conference"}`

- X. Wang, Y. Yu, and A. Ribeiro, “Performance analysis of cooperative random access with long pn spreading codes,” in Proc. asilomar conf. on signals systems computers, 2005, pp. 499-503.

[Bibtex]`@inproceedings{cWangEtal05, AUTHOR= "X. Wang and Y. Yu and A. Ribeiro", TITLE= "Performance analysis of cooperative random access with long PN spreading codes", BOOKTITLE= "Proc. Asilomar Conf. on Signals Systems Computers", ORGANIZATION= "Pacific Grove CA", MONTH= "October 28 - November 1", YEAR= "2005", PAGES= "499-503", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2005_wang_etal.pdf", NUMMONTH= "11", CITATIONS = "1", PUBTYPE= "Conference"}`

- A. Ribeiro and G. Giannakis, “Distributed kalman filtering based on severely quantized wsn data,” in Proc. of ieee workshop on statistical signal process., 2005, pp. 1250-1255.

[Bibtex]`@inproceedings{cRibeiroGiannakis05b, AUTHOR= "A. Ribeiro and G. Giannakis", TITLE= "Distributed Kalman filtering based on severely quantized WSN data", BOOKTITLE= "Proc. of IEEE Workshop on Statistical Signal Process. ", ORGANIZATION= "Bordeaux France", MONTH= "July 17-20", YEAR= "2005", PAGES= "1250-1255", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2005_ribeiro_giannakis_b.pdf", NUMMONTH= "7", CITATIONS = "3", PUBTYPE= "Conference"}`

- A. Ribeiro, N. Sidiropoulos, and G. Giannakis, “Achieving wireline random access throughput in wireless networking via user cooperation,” in Proc. ieee workshop on signal process. advances in wireless commun., 2005, pp. 1033-1037.

[Bibtex]`@inproceedings{cRibeiroEtal05a, AUTHOR= "A. Ribeiro and N. Sidiropoulos and G. Giannakis", TITLE= "Achieving wireline random access throughput in wireless networking via user cooperation", BOOKTITLE= "Proc. IEEE Workshop on Signal Process. Advances in Wireless Commun.", ORGANIZATION= "New York NY", MONTH= "June 5-8", YEAR= "2005", PAGES= "1033-1037", VOLUME= "", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2005_ribeiro_etal_a.pdf", NUMMONTH= "6", CITATIONS = "12", PUBTYPE= "Conference"}`

- A. Ribeiro and G. Giannakis, “Distributed quantization-estimation using wireless sensor networks,” in Proc. ieee int. conf. commun., 2005, pp. 730-736.

[Bibtex]`@inproceedings{cRibeiroGiannakis05a, AUTHOR= "A. Ribeiro and G. Giannakis", TITLE= "Distributed quantization-estimation using wireless sensor networks", BOOKTITLE= "Proc. IEEE Int. Conf. Commun.", ORGANIZATION= "Seoul Korea", MONTH= "May 16-20", YEAR= "2005", PAGES= "730-736", VOLUME= "2", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2005_ribeiro_giannakis_a.pdf", NUMMONTH= "5", CITATIONS= "131", PUBTYPE= "Conference"}`

- A. Ribeiro, Y. Yu, G. Giannakis, and N. Sidiropoulos, “Increasing the throughput of spread-aloha protocols via long pn spreading codes,” in Proc. ieee int. conf. commun., 2005, pp. 3628-3631.

[Bibtex]`@inproceedings{cRibeiroEtal, AUTHOR= "A. Ribeiro and Y. Yu and G. Giannakis and N. Sidiropoulos", TITLE= "Increasing the throughput of spread-Aloha protocols via long PN spreading codes", BOOKTITLE= "Proc. IEEE Int. Conf. Commun.", ORGANIZATION= "Seoul Korea", MONTH= "May 16-20", YEAR= "2005", PAGES= "3628-3631", VOLUME= "5", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2005_ribeiro_etal.pdf", NUMMONTH= "5", CITATIONS = "6", PUBTYPE= "Conference"}`

- A. Ribeiro and G. Giannakis, “Non-parametric distributed quantization-estimation using wireless sensor networks,” in Proc. int. conf. acoustics speech signal process., 2005, pp. 61-64.

[Bibtex]`@inproceedings{cRibeiroGiannakis2005, AUTHOR= "A. Ribeiro and G. Giannakis", TITLE= "Non-parametric distributed quantization-estimation using wireless sensor networks", BOOKTITLE= "Proc. Int. Conf. Acoustics Speech Signal Process.", ORGANIZATION= "Philadelphia PA", MONTH= "March 18-23", YEAR= "2005", PAGES= "61-64", VOLUME= "4", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2005_ribeiro_giannakis.pdf", NUMMONTH= "3", CITATIONS = "8", PUBTYPE= "Conference"}`

- Y. Yu, A. Ribeiro, N. Sidiropoulos, and G. Giannakis, “Cooperative random access with long pn spreading codes,” in Proc. int. conf. acoustics speech signal process., 2005, pp. 517-520.

[Bibtex]`@inproceedings{cYuEtal2005, AUTHOR= "Y. Yu and A. Ribeiro and N. Sidiropoulos and G. Giannakis", TITLE= "Cooperative random access with long PN spreading codes", BOOKTITLE= "Proc. Int. Conf. Acoustics Speech Signal Process.", ORGANIZATION= "Philadelphia PA", MONTH= "March 18-23", YEAR= "2005", PAGES= "517-520", VOLUME= "3", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2004_yu_etal.pdf", NUMMONTH= "3", CITATIONS = "5", PUBTYPE= "Conference"}`

### 2004

- A. Ribeiro and G. Giannakis, “Distributed estimation in gaussian noise for bandwidth-constrained wireless sensor networks,” in Proc. asilomar conf. on signals systems computers, 2004, pp. 1407-1411.

[Bibtex]`@inproceedings{cRibeiroGiannakis04, AUTHOR= "A. Ribeiro and G. Giannakis", TITLE= "Distributed estimation in Gaussian noise for bandwidth-constrained wireless sensor networks", BOOKTITLE= "Proc. Asilomar Conf. on Signals Systems Computers", ORGANIZATION= "Pacific Grove CA", MONTH= "November 7-10", YEAR= "2004", PAGES= "1407-1411", VOLUME= "2", NUMMONTH= "11", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2004_ribeiro_giannakis.pdf", CITATIONS = "3", PUBTYPE= "Conference"}`

- A. Ribeiro, X. Cai, and G. Giannakis, “Symbol error probabilities for general cooperative links,” in Proc. ieee int. conf. commun., 2004, pp. 3369-3373.

[Bibtex]`@inproceedings{cRibeiroEtal04a, AUTHOR= "A. Ribeiro and X. Cai and G. Giannakis", TITLE= "Symbol error probabilities for general cooperative links", BOOKTITLE= "Proc. IEEE Int. Conf. Commun.", ORGANIZATION= "Paris France", MONTH= "June 20-24", YEAR= "2004", VOLUME= "6", PAGES= "3369-3373", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2004_ribeiro_etal_a.pdf", NUMMONTH= "6", CITATIONS = "321", PUBTYPE= "Conference"}`

- A. Ribeiro, X. Cai, and G. Giannakis, “Opportunistic multipath for bandwidth-efficient cooperative networking,” in Proc. int. conf. acoustics speech signal process., 2004, pp. 549-552.

[Bibtex]`@inproceedings{cRibeiroEtal04, AUTHOR= "A. Ribeiro and X. Cai and G. Giannakis", TITLE= "Opportunistic multipath for bandwidth-efficient cooperative networking", BOOKTITLE= "Proc. Int. Conf. Acoustics Speech Signal Process.", ORGANIZATION= "Montreal Canada", MONTH= "May 17-21", YEAR= "2004", VOLUME= "4", PAGES= "549-552", PDF= "http://www.seas.upenn.edu/~aribeiro/preprints/c_2004_ribeiro_etal.pdf", NUMMONTH= "5", CITATIONS = "27", PUBTYPE= "Conference"}`