LAUSR

Communication-Adaptive Stochastic Gradient Methods for Distributed Learning

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0 Published in 2021 at "IEEE Transactions on Signal Processing"

DOI: 10.1109/tsp.2021.3099977

Abstract: This paper targets developing algorithms for solving distributed learning problems in a communication-efficient fashion, by generalizing the recent method of lazily aggregated gradient (LAG) to deal with stochastic gradient — justifying the name of the… read more here.

Keywords: stochastic gradient; distributed learning; adaptive stochastic; communication adaptive ... See more keywords