Malgouyres, Francois

7 publications

ICLR 2025 Hadamrnn: Binary and Sparse Ternary Orthogonal RNNs Armand Foucault, Francois Malgouyres, Franck Mamalet

ICML 2024 Straight-Through Meets Sparse Recovery: The Support Exploration Algorithm Mimoun Mohamed, Francois Malgouyres, Valentin Emiya, Caroline Chaux

JMLR 2024 The Loss Landscape of Deep Linear Neural Networks: A Second-Order Analysis El Mehdi Achour, François Malgouyres, Sébastien Gerchinovitz

MLJ 2023 Parameter Identifiability of a Deep Feedforward ReLU Neural Network Joachim Bona-Pellissier, François Bachoc, François Malgouyres

NeurIPS 2022 A General Approximation Lower Bound in $L^p$ Norm, with Applications to Feed-Forward Neural Networks El Mehdi Achour, Armand Foucault, Sébastien Gerchinovitz, François Malgouyres

JMLR 2022 Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks El Mehdi Achour, François Malgouyres, Franck Mamalet

NeurIPS 2022 Local Identifiability of Deep ReLU Neural Networks: The Theory Joachim Bona-Pellissier, François Malgouyres, Francois Bachoc