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"The Impact of Communication Delays on Distributed Consensus Algorithms",
Transactions on Automatic Control, Submitted.
Abstract
Download: tac2012_main.pdf (938.04 KB)
"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)
"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)
"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)
"Distributed Strongly Convex Optimization",
50th Annual Allerton Conference on Communication, Control and Computing , 10/2012.
Abstract
Download: Allerton2012.pdf (380.69 KB)
"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 Consensus and Optimization under Communication Delays",
49th Allerton, Urbana-Champaign, IL, 09/2011.
Abstract
Download: allerton2011.pdf (671.59 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)