| 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 | 68 | 2019 |
| Robust neural networks using randomized adversarial training A Araujo, L Meunier, R Pinot, B Negrevergne arXiv preprint arXiv:1903.10219, 2019 | 28 | 2019 |
| 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 | 16 | 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 | 15 | 2018 |
| A Dynamical System Perspective for Lipschitz Neural Networks L Meunier, B Delattre, A Araujo, A Allauzen International Conference on Machine Learning (ICML), 2021 | 12* | 2021 |
| Advocating for multiple defense strategies against adversarial examples A Araujo, L Meunier, R Pinot, B Negrevergne ECML PKDD 2020 Workshops, 165-177, 2020 | 6 | 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 | 3* | 2019 |
| A Unified Algebraic Perspective on Lipschitz Neural Networks A Araujo, AJ Havens, B Delattre, A Allauzen, B Hu International Conference on Learning Representations, 2023 | 2 | 2023 |
| Diffusion-Based Adversarial Sample Generation for Improved Stealthiness and Controllability H Xue, A Araujo, B Hu, Y Chen arXiv preprint arXiv:2305.16494, 2023 | | 2023 |
| Efficient Bound of Lipschitz Constant for Convolutional Layers by Gram Iteration B Delattre, Q Barthélemy, A Araujo, A Allauzen arXiv preprint arXiv:2305.16173, 2023 | | 2023 |
| Towards Evading the Limits of Randomized Smoothing: A Theoretical Analysis R Ettedgui, A Araujo, R Pinot, Y Chevaleyre, J Atif arXiv preprint arXiv:2206.01715, 2022 | | 2022 |
| Building Compact and Robust Deep Neural Networks with Toeplitz Matrices A Araujo PhD Thesis, 2021 | | 2021 |
Laurent MeunierMILES Team, LAMSADE Université Paris DauphineVerified email at dauphine.eu
