Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks EM Achour, F Malgouyres, F Mamalet Journal of Machine Learning Research 23, 1-56, 2022 | 12 | 2022 |
The loss landscape of deep linear neural networks: a second-order analysis EM Achour, F Malgouyres, S Gerchinovitz arXiv preprint arXiv:2107.13289, 2021 | 7 | 2021 |
A general approximation lower bound in norm, with applications to feed-forward neural networks EM Achour, A Foucault, S Gerchinovitz, F Malgouyres Advances in Neural Information Processing Systems 35, 22396-22408, 2022 | 5 | 2022 |
Global minimizers, strict and non-strict saddle points, and implicit regularization for deep linear neural networks EM Achour, F Malgouyres, S Gerchinovitz | 4* | 2021 |
Quelques contributions à la théorie de l'apprentissage profond: optimisation, robustesse et approximation EM Achour Université Paul Sabatier-Toulouse III, 2022 | | 2022 |