On the Power and Limitations of Random Features for Understanding Neural Networks

Gilad Yehudai, Ohad Shamir. On the Power and Limitations of Random Features for Understanding Neural Networks. 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 6594-6604, 2019. [doi]

Abstract

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