Sharper Convergence Guarantees for Asynchronous SGD for Distributed and Federated Learning

Anastasia Koloskova, Sebastian U. Stich, Martin Jaggi. Sharper Convergence Guarantees for Asynchronous SGD for Distributed and Federated Learning. In Sanmi Koyejo, S. Mohamed, A. Agarwal, Danielle Belgrave, K. Cho, A. Oh, editors, Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022. 2022. [doi]

Abstract

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