Entropy and mutual information in models of deep neural networks

Marylou Gabrié, Andre Manoel, Clément Luneau, Jean Barbier, Nicolas Macris, Florent Krzakala, Lenka Zdeborová. Entropy and mutual information in models of deep neural networks. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 1826-1836, 2018. [doi]

Authors

Marylou Gabrié

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Andre Manoel

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Clément Luneau

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Jean Barbier

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Nicolas Macris

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Florent Krzakala

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Lenka Zdeborová

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