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On the interplay between noise and curvature and its effect on optimization and generalization

Valentin Thomas, Fabian Pedregosa, Bart van Merriënboer, Pierre-Antoine Manzagol, Yoshua Bengio, Nicolas Le Roux. On the interplay between noise and curvature and its effect on optimization and generalization. In Silvia Chiappa, Roberto Calandra, editors, The 23rd International Conference on Artificial Intelligence and Statistics, AISTATS 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]. Volume 108 of Proceedings of Machine Learning Research, pages 3503-3513, PMLR, 2020. [doi]

Authors

Valentin Thomas

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Fabian Pedregosa

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Bart van Merriënboer

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Pierre-Antoine Manzagol

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Yoshua Bengio

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Nicolas Le Roux

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