123 citations · 534 across the 48 of their papers we have counts for
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cs.DC2021★ 8 cited
Communication-efficient SGD: From Local SGD to One-Shot Averaging
Artin Spiridonoff, Alex Olshevsky, Ioannis Ch. Paschalidis
We consider speeding up stochastic gradient descent (SGD) by parallelizing it across multiple workers. We assume the same data set is shared among workers, who can take SGD ste…
cs.DC2009★ 1 cited
Distributed anonymous function computation in information fusion and multiagent systems
Julien M. Hendrickx, Alex Olshevsky, John N. Tsitsiklis
We propose a model for deterministic distributed function computation by a network of identical and anonymous nodes, with bounded computation and storage capabilities that do not s…