Learning and Generalization in Overparameterized Neural Networks, Going Beyond Two Layers

Zeyuan Allen Zhu, Yuanzhi Li, Yingyu Liang. Learning and Generalization in Overparameterized Neural Networks, Going Beyond Two Layers. In Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alché-Buc, Edward A. Fox, Roman Garnett, editors, Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada. pages 6155-6166, 2019. [doi]

Abstract

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