Communication-Efficient Distributed Optimization in Networks with Gradient Tracking and Variance Reduction

Boyue Li, Shicong Cen, Yuxin Chen 0002, Yuejie Chi. Communication-Efficient Distributed Optimization in Networks with Gradient Tracking and Variance Reduction. In Silvia Chiappa, Roberto Calandra, editors, The 23rd International Conference on Artificial Intelligence and Statistics, AISTATS 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]. Volume 108 of Proceedings of Machine Learning Research, pages 1662-1672, PMLR, 2020. [doi]

Abstract

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