Closing the Gap: Tighter Analysis of Alternating Stochastic Gradient Methods for Bilevel Problems

Tianyi Chen, Yuejiao Sun, Wotao Yin. Closing the Gap: Tighter Analysis of Alternating Stochastic Gradient Methods for Bilevel Problems. 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 25294-25307, 2021. [doi]

Abstract

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