Publications

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Submitted
2013
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)
2012
Tabatabaei, S. S., M. J. Coates, and M. G. Rabbat, "GANC: Greedy agglomerative normalized cut", Pattern Recognition, vol. 45, issue 2, pp. 12, Februrary 2012.  Download: GANC.pdf (553.87 KB); ganc_v1.0.zip (186.74 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., 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., 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, "Distributed Strongly Convex Optimization", 50th Annual Allerton Conference on Communication, Control and Computing , 10/2012. Abstract  Download: Allerton2012.pdf (380.69 KB)
2011
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)
Thouin, F., S. Nannuru, and M. J. Coates, "Multi-target Tracking for Measurement Models with Additive Contributions, Revised version", International Conference on Information Fusion, Chicago, Illinois, July 2011.  Download: Thouin_FUSION2011_Revised.pdf (321.27 KB); fusion2011_revised.pdf (321.27 KB)
2010
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)
2009
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)
2008
Thouin, F., and M. J. Coates, "Equipment allocation in video-on-demand network deployments", ACM Transactions on Multimedia Computing Communications and Applications, vol. 5, issue 1, 10/2008.  Download: a5-thouin.pdf (2.78 MB)
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)
2007
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., 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)
2006
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., and M. J. Coates, Video-on-Demand server selection and placement, , Montreal, McGill University, 08/2006.  Download: thouin_TechReport06.pdf (393.92 KB)
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., 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., and M. J. Coates, Video-on-Demand server selection and placement, , Montreal, Department of Electrical and Computer Engineering, McGill University, 07/2006.