Publications

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Üstebay, D., B. N. Oreshkin, M. J. Coates, and M. G. Rabbat, "The speed of greed: Characterizing myopic gossip through network voracity", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Taipei, Taiwan, pp. 3665 - 3668, Apr. 2009. Abstract
Üstebay, D., R. Castro, and M. G. Rabbat, "Selective gossip", 3rd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Aruba, Dutch Antilles, pp. 61-64, Dec. 2009. Abstract
Üstebay, D., R. Castro, M. J. Coates, and M. G. Rabbat, "Distributed approximation and tracking using selective gossip", Filtering from Undersampled Data with an Introduction to Compressed Sensing: Springer-Verlag, pp. 325-355, 2016. Abstract
Üstebay, D., M. J. Coates, and M. G. Rabbat, "Distributed auxiliary particle filters using selective gossip", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Prague, Czech Republic, pp. 3296 - 3299, May 2011. Abstract
Üstebay, D., B. N. Oreshkin, M. J. Coates, and M. G. Rabbat, "Multi-hop greedy gossip with eavesdropping", 12th International Conference on Information Fusion, Seattle, WA USA, pp. 140-145, July 2009. Abstract
Üstebay, D., M. J. Coates, and M. G. Rabbat, "Greedy gossip with eavesdropping", 3rd International Symposium on Wireless Pervasive Computing (ISWPC), Santorini, Greece, pp. 759-763, May 2008. Abstract
Üstebay, D., and M. G. Rabbat, "Efficiently Reaching Consensus on the Largest Entries of a Vector", 51st IEEE Conference on Decision and Control (CDC), Maui, Hawaii, Dec. 2012. Abstract
Üstebay, D., B. N. Oreshkin, M. J. Coates, and M. G. Rabbat, "Greedy gossip with eavesdropping", IEEE Transactions on Signal Processing, vol. 58, issue 7, pp. 3765 - 3776, July 2010. Abstract  Download: GGE_one_column.pdf (882.07 KB)
Üstebay, D., B. N. Oreshkin, M. J. Coates, and M. G. Rabbat, "Rates of convergence for greedy gossip with eavesdropping", 46th Annual Allerton Conference on Communication, Control, and Computing, pp. 367-374, Sep. 2008. Abstract
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Tsianos, K. I., S. F. Lawlor, J. Y. Yu, and M. G. Rabbat, "Networked optimization with adaptive communication", IEEE Global Conference on Signal and Information Processing, Austin, TX, USA, 02/2014, 2013.  Download: Networked optimization with adaptive communication.pdf (274.67 KB)
Tsianos, K. I., S. Lawlor, and M. G. Rabbat, "Communication/Computation Tradeoffs in Consensus-Based Distributed Optimization", Neural Information Processing Systems, Lake Tahoe, NV, USA, 12/2012. Abstract  Download: 1209.1076v1.pdf (437.66 KB)
Tsianos, K. I., and M. G. Rabbat, "Distributed Strongly Convex Optimization", 50th Annual Allerton Conference on Communication, Control and Computing , 10/2012. Abstract  Download: Allerton2012.pdf (380.69 KB)
Tsianos, K. I., S. Lawlor, and M. G. Rabbat, "Push-Sum Distributed Dual Averaging for Convex Optimization", IEEE Conference on Decision and Control, Maui, HI, USA, 12/2012.  Download: cdc2012_main.pdf (568.37 KB)
Tsianos, K. I., and M. G. Rabbat, "Fast Decentralized Averaging via Multi-scale Gossip", IEEE Distributed Computing in Sensor Systems (DCOSS), vol. 6131, Santa Barbara, Springer Berlin / Heidelberg, pp. 320-333, 06/2010. Abstract  Download: dcoss2010.pdf (430.33 KB)
Tsianos, K. I., S. Lawlor, and M. G. Rabbat, "Consensus-Based Distributed Optimization: Practical Issues and Applications in Large-Scale Machine Learning", 50th Allerton Conference on Communication, Control, and Computing, Monticello, Illinois, USA, 10/2012. Abstract  Download: allerton2012practical.pdf (349.01 KB)
Tsianos, K. I., and M. G. Rabbat, "Multiscale Gossip for Efficient Decentralized Averaging in Wireless Packet Networks", IEEE Transactions on Signal Processing, vol. 61, issue 9, arXiv:1011.2235, 05/2013. Abstract  Download: 1011.2235v1.pdf (948.65 KB)
Tsang, Y., M. J. Coates, and R. D. Nowak, "Passive network tomography using EM algorithms", IEEE International Conference on Acoustics, Speech, and Signal Processing, Salt Lake City, Utah, May 2001.  Download: tsang_ICASSP01.pdf (77.18 KB)
Tsang, Y., M. J. Coates, and R. D. Nowak, "Nonparametric internet tomography", IEEE International Conference on Acoustics, Speech, and Signal Processing, Orlando, Florida, May 2002.  Download: tsang_ICASSP02.pdf (73.42 KB)
Thouin, F., and M. J. Coates, Video-on-Demand server selection and placement, , Montreal, Department of Electrical and Computer Engineering, McGill University, 07/2006.
Thouin, F., and M. J. Coates, "Video-on-Demand Networks: Design Approaches and Future Challenges", IEEE Network - Special Issue on Convergence of Internet and Broadcasting Systems, vol. 21, issue 2, pp. 42-48, 03/2007. Abstract  Download: PDF (878.05 KB)
Thouin, F., S. Nannuru, and M. J. Coates, "Multi-target Tracking for Measurement Models with Additive Contributions", International Conference on Information Fusion, Chicago, Illinois, July 2011.  Download: Thouin_FUSION2011.pdf (337.55 KB)