Search Results for author: Yannick Prudent

Found 1 papers, 1 papers with code

DP-SGD Without Clipping: The Lipschitz Neural Network Way

1 code implementation25 May 2023 Louis Bethune, Thomas Massena, Thibaut Boissin, Yannick Prudent, Corentin Friedrich, Franck Mamalet, Aurelien Bellet, Mathieu Serrurier, David Vigouroux

To provide sensitivity bounds and bypass the drawbacks of the clipping process, we propose to rely on Lipschitz constrained networks.

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