123 citations · 534 across the 48 of their papers we have counts for
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math.OC2017
Network Topology and Communication-Computation Tradeoffs in Decentralized Optimization
Angelia Nedić, Alex Olshevsky, Michael G. Rabbat
In decentralized optimization, nodes cooperate to minimize an overall objective function that is the sum (or average) of per-node private objective functions. Algorithms interleave…
math.OC2017★ 23 cited
Distributed Learning for Cooperative Inference
Angelia Nedić, Alex Olshevsky, César A. Uribe
We study the problem of cooperative inference where a group of agents interact over a network and seek to estimate a joint parameter that best explains a set of observations. Agent…