Network Topology and Communication-Computation Tradeoffs in Decentralized Optimization
Proceedings of the IEEE, Volume abs/1709.08765, Issue 5, 2018.
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 local computations with communication among all or a subset of the nodes. Motivated by a variety of applications..decentralized estimation in sensor networks, ...More
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