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El Mehdi Achour
El Mehdi Achour
RWTH Aachen University
Verified email at mathc.rwth-aachen.de
Title
Cited by
Cited by
Year
Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks
EM Achour, F Malgouyres, F Mamalet
Journal of Machine Learning Research 23, 1-56, 2022
122022
The loss landscape of deep linear neural networks: a second-order analysis
EM Achour, F Malgouyres, S Gerchinovitz
arXiv preprint arXiv:2107.13289, 2021
72021
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
52022
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
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Articles 1–5