A Local Convergence Theory for Mildly Over-Parameterized Two-Layer Neural Network

Mo Zhou, Rong Ge 0001, Chi Jin. A Local Convergence Theory for Mildly Over-Parameterized Two-Layer Neural Network. In Mikhail Belkin, Samory Kpotufe, editors, Conference on Learning Theory, COLT 2021, 15-19 August 2021, Boulder, Colorado, USA. Volume 134 of Proceedings of Machine Learning Research, pages 4577-4632, PMLR, 2021. [doi]

Abstract

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