most citedVariance-Reduced Stochastic Learning by Networked Agents under Random Reshuffling

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cs.LG2017★ 1 cited

Variance-Reduced Stochastic Learning by Networked Agents under Random Reshuffling

Kun Yuan, Bicheng Ying, Jiageng Liu +1

A new amortized variance-reduced gradient (AVRG) algorithm was developed in \cite{ying2017convergence}, which has constant storage requirement in comparison to SAGA and balanced gr…