Publications

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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., 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., 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)
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)
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, A Review On Content Delivery Network, , Montreal, Department of Electrical and Computer Engineering, McGill University, 06/2005.  Download: thouin_TechReport05.pdf (239.29 KB)
Thouin, F., and M. J. Coates, Video-on-Demand networks: design approaches and future challenges, , Montreal, Department of Electrical and Computer Engineering, McGill University, 2006.  Download: thouin_TechReport06b.pdf (567.06 KB)
Thouin, F., R. W. Thommes, and M. J. Coates, "Optimal actuation strategies for sensor/actuator networks", International Workshop on Advances in Sensor Networks, San Jose, CA, 07/2006. Abstract  Download: PDF (215.13 KB)
Thouin, F., M. J. Coates, and M. G. Rabbat, "Efficient network-wide probabilistic available bandwidth estimation", ACM SIGMETRICS Workshop on Learning for Networking, SEATTLE, WA, USA, Jun. 2009.  Download: sig_learn_net09_cameraready.pdf (179.31 KB)
Thouin, F., and M. J. Coates, " Video-on-Demand server selection and placement", International Teletraffic Congress (ITC), Ottawa, ON, Canada, June 2007.  Download: thouin_ITC07.pdf (355.15 KB)
Thouin, F., M. J. Coates, B. Erikkson, R. D. Nowak, and C. Scott, "LEARNING TO SATISFY", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Las Vegas, USA, 04/2008.  Download: thouin_ICASSP08.pdf (118.96 KB)
Thouin, F., R. W. Thommes, and M. J. Coates, " Optimal actuation strategies for sensor/actuator networks", Int. Symp. Information Processing in Sensor Networks, Nashville, TN, 04/2011, 2006.  Download: PDF (33.32 KB)
Thouin, F., Video-on-demand Equipment Allocation, , Montreal, QC, Canada, Department of Electrical and Computer Engineering, McGill University, Jun 2006.  Download: thouin_Thesis06.pdf (1.51 MB)
Thouin, F., D. Goodwill, and M. J. Coates, " Video-on-demand equipment allocation", IEEE International Symposium on Network Computing and Applications, Boston, MA, 07/2006. Abstract  Download: PDF (236.2 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)