Rademacher complexity and spin glasses: A link between the replica and statistical theories of learning

Alia Abbara, Benjamin Aubin, Florent Krzakala, Lenka Zdeborová. Rademacher complexity and spin glasses: A link between the replica and statistical theories of learning. In Jianfeng Lu 0001, Rachel Ward, editors, Proceedings of Mathematical and Scientific Machine Learning, MSML 2020, 20-24 July 2020, Princeton, NJ, USA. Volume 107 of Proceedings of Machine Learning Research, pages 27-54, PMLR, 2020. [doi]

Abstract

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