Never Go Full Batch (in Stochastic Convex Optimization)

Idan Amir, Yair Carmon, Tomer Koren, Roi Livni. Never Go Full Batch (in Stochastic Convex Optimization). In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 25033-25043, 2021. [doi]

Abstract

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