Hogwild! over Distributed Local Data Sets with Linearly Increasing Mini-Batch Sizes

Nhuong V. Nguyen, Toan N. Nguyen, Phuong Ha Nguyen, Quoc Tran-Dinh, Lam M. Nguyen, Marten van Dijk. Hogwild! over Distributed Local Data Sets with Linearly Increasing Mini-Batch Sizes. In Arindam Banerjee 0001, Kenji Fukumizu, editors, The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event. Volume 130 of Proceedings of Machine Learning Research, pages 1207-1215, PMLR, 2021. [doi]

Abstract

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