Alexandre Araujo
Alexandre Araujo
INRIA - Ecole Normale Supérieure
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Theoretical evidence for adversarial robustness through randomization
R Pinot, L Meunier, A Araujo, H Kashima, F Yger, C Gouy-Pailler, J Atif
Advances in Neural Information Processing Systems 32, 2019
Advocating for Multiple Defense Strategies against Adversarial Examples
A Araujo, L Meunier, R Pinot, B Negrevergne
Workshop on Machine Learning for CyberSecurity (MLCS@ECML-PKDD), 2020
Training compact deep learning models for video classification using circulant matrices
A Araujo, B Negrevergne, Y Chevaleyre, J Atif
The European Conference on Computer Vision (ECCV) Workshops, 2018
On Lipschitz Regularization of Convolutional Layers using Toeplitz Matrix Theory
A Araujo, B Negrevergne, Y Chevaleyre, J Atif
Proceedings of the AAAI Conference on Artificial Intelligence 35, 2020
Understanding and Training Deep Diagonal Circulant Neural Networks
A Araujo, B Negrevergne, Y Chevaleyre, J Atif
24th European Conference on Artificial Intelligence - ECAI 2020, 2019
A Dynamical System Perspective for Lipschitz Neural Networks
L Meunier, B Delattre, A Araujo, A Allauzen
International Conference on Machine Learning (ICML), 2021
Building Compact and Robust Deep Neural Networks with Toeplitz Matrices
A Araujo
PhD Thesis, 2021
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