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Konstantinos I Tsianos
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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.
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1011.2235v1.pdf
(948.65 KB)
2012
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.
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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.
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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.
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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.
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Allerton2012.pdf
(380.69 KB)
Tsianos, K. I.
, and
M. G. Rabbat
,
"
Distributed Dual Averaging for Convex Optimization under Communication Delays
",
American Control Conference
, Montreal, QC, 06/2012.
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acc2012_main.pdf
(452.39 KB)
Tsianos, K. I.
, and
M. G. Rabbat
,
The Impact of Communication Delays on Distributed Consensus Algorithms
,
, 2012.
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tac2012_main.pdf
(938.04 KB)
2011
Tsianos, K. I.
, and
M. G. Rabbat
,
"
Distributed Consensus and Optimization under Communication Delays
",
49th Allerton
, Urbana-Champaign, IL, 09/2011.
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allerton2011.pdf
(671.59 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.
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dcoss2010.pdf
(430.33 KB)