Achour, El Mehdi

5 publications

NeurIPS 2025 $\mu$PC: Scaling Predictive Coding to 100+ Layer Networks Francesco Innocenti, El Mehdi Achour, Christopher Buckley

NeurIPS 2024 Only Strict Saddles in the Energy Landscape of Predictive Coding Networks? Francesco Innocenti, El Mehdi Achour, Ryan Singh, Christopher L. Buckley

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

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