Accelerating Distributed SGD for Linear Regression using Iterative Pre-Conditioning

Kushal Chakrabarti, Nirupam Gupta, Nikhil Chopra. Accelerating Distributed SGD for Linear Regression using Iterative Pre-Conditioning. In Ali Jadbabaie, John Lygeros, George J. Pappas, Pablo A. Parrilo, Benjamin Recht, Claire J. Tomlin, Melanie N. Zeilinger, editors, Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, L4DC 2021, 7-8 June 2021, Virtual Event, Switzerland. Volume 144 of Proceedings of Machine Learning Research, pages 447-458, PMLR, 2021. [doi]

Abstract

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