Can SGD Learn Recurrent Neural Networks with Provable Generalization?

Zeyuan Allen Zhu, Yuanzhi Li. Can SGD Learn Recurrent Neural Networks with Provable Generalization?. 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 10331-10341, 2019. [doi]

Abstract

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