Stability and Generalization for Markov Chain Stochastic Gradient Methods

Puyu Wang, Yunwen Lei, Yiming Ying, Ding-Xuan Zhou. Stability and Generalization for Markov Chain Stochastic Gradient Methods. In Sanmi Koyejo, S. Mohamed, A. Agarwal, Danielle Belgrave, K. Cho, A. Oh, editors, Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022. 2022. [doi]

Abstract

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