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"Distributed Dual Averaging for Convex Optimization under Communication Delays",
American Control Conference, Montreal, QC, 06/2012.
Abstract
Download: acc2012_main.pdf (452.39 KB)
"Distributed Strongly Convex Optimization",
50th Annual Allerton Conference on Communication, Control and Computing , 10/2012.
Abstract
Download: Allerton2012.pdf (380.69 KB)
"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)
"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)
"Modeling virus propagation in peer-to-peer networks",
Information, Communication and Signal Processing, Bangkok, Thailand, 12/2005.
Abstract
Download: PDF (128.96 KB)
"Nonparametric internet tomography",
IEEE International Conference on Acoustics, Speech, and Signal Processing, Orlando, Florida, May 2002.
Download: tsang_ICASSP02.pdf (73.42 KB)
"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)
"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)
"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)
"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)
"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)
"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)
"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)