El Mehdi Achour

12 papers A* 2Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
On the Infinite Width and Depth Limits of Predictive Coding Networks.
CoRR
Francesco Innocenti, El Mehdi Achour, Rafal Bogacz
2025 J jnl
A Simple Generalisation of the Implicit Dynamics of In-Context Learning.
CoRR
Francesco Innocenti, El Mehdi Achour
2025 J jnl
The Riemannian Geometry associated to Gradient Flows of Linear Convolutional Networks.
CoRR
El Mehdi Achour, Kathlén Kohn, Holger Rauhut
2025 J jnl
μPC: Scaling Predictive Coding to 100+ Layer Networks.
CoRR
Francesco Innocenti, El Mehdi Achour, Christopher L. Buckley
2024 A* conf
Only Strict Saddles in the Energy Landscape of Predictive Coding Networks?
NeurIPS
Francesco Innocenti, El Mehdi Achour, Ryan Singh, Christopher L. Buckley
2024 J jnl
Only Strict Saddles in the Energy Landscape of Predictive Coding Networks?
CoRR
Francesco Innocenti, El Mehdi Achour, Ryan Singh, Christopher L. Buckley
2024 J jnl
The Loss Landscape of Deep Linear Neural Networks: a Second-order Analysis.
J. Mach. Learn. Res.
El Mehdi Achour, François Malgouyres, Sébastien Gerchinovitz
2022 A* conf
A general approximation lower bound in $L^p$ norm, with applications to feed-forward neural networks.
NeurIPS
El Mehdi Achour, Armand Foucault, Sébastien Gerchinovitz, François Malgouyres
2022 J jnl
A general approximation lower bound in L
CoRR
El Mehdi Achour, Armand Foucault, Sébastien Gerchinovitz, François Malgouyres
2022 J jnl
Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks.
J. Mach. Learn. Res.
El Mehdi Achour, François Malgouyres, Franck Mamalet
2021 J jnl
Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks.
CoRR
El Mehdi Achour, François Malgouyres, Franck Mamalet
2021 J jnl
The loss landscape of deep linear neural networks: a second-order analysis.
CoRR
El Mehdi Achour, François Malgouyres, Sébastien Gerchinovitz