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authFullName_s : Franck Mamalet

Pay attention to your loss: understanding misconceptions about 1-Lipschitz neural networks

Louis Béthune , Thibaut Boissin , Mathieu Serrurier , Franck Mamalet , Corentin FRIEDRICH , et al.
Advances in Neural Information Processing Systems, Nov 2022, New Orleans, United States. ⟨10.48550/arXiv.2104.05097⟩
Conference papers hal-03872080v1
Image document

DP-SGD Without Clipping: The Lipschitz Neural Network Way

Louis Béthune , Thomas Masséna , Thibaut Boissin , Corentin Friedrich , Franck Mamalet , et al.
Preprints, Working Papers, ... hal-04130913v1

Achieving robustness in classification using optimal transport with hinge regularization

Mathieu Serrurier , Franck Mamalet , Alberto González-Sanz , Thibaut Boissin , Jean-Michel Loubes , et al.
Conference on Computer Vision and Pattern Recognition, Jun 2021, Virtuel, Canada. ⟨10.1109/CVPR46437.2021.00057⟩
Conference papers hal-03033400v1
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On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective

Mathieu Serrurier , Franck Mamalet , Thomas Fel , Louis Béthune , Thibaut Boissin
Preprints, Working Papers, ... hal-03693355v2