Stability and Generalization Analysis of Gradient Methods for Shallow Neural Networks

Yunwen Lei, Rong Jin, Yiming Ying. Stability and Generalization Analysis of Gradient Methods for Shallow Neural Networks. 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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