Gradient Diversity: a Key Ingredient for Scalable Distributed Learning

Dong Yin, Ashwin Pananjady, Maximilian Lam, Dimitris S. Papailiopoulos, Kannan Ramchandran, Peter Bartlett. Gradient Diversity: a Key Ingredient for Scalable Distributed Learning. In Amos J. Storkey, Fernando PĂ©rez-Cruz, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands, Spain. Volume 84 of Proceedings of Machine Learning Research, pages 1998-2007, PMLR, 2018. [doi]

Abstract

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