Random deep neural networks are biased towards simple functions

Giacomo De Palma, Bobak Toussi Kiani, Seth Lloyd. Random deep neural networks are biased towards simple functions. 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 1962-1974, 2019. [doi]

Authors

Giacomo De Palma

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Bobak Toussi Kiani

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Seth Lloyd

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