Minibatch vs Local SGD for Heterogeneous Distributed Learning

Blake E. Woodworth, Kumar Kshitij Patel, Nati Srebro. Minibatch vs Local SGD for Heterogeneous Distributed Learning. In Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, Hsuan-Tien Lin, editors, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. 2020. [doi]

Authors

Blake E. Woodworth

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Kumar Kshitij Patel

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Nati Srebro

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