El Mehdi Achour

According to our database, El Mehdi Achour authored at least 9 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

On the Infinite Width and Depth Limits of Predictive Coding Networks.

Francesco Innocenti, El Mehdi Achour, Rafal Bogacz

CoRR, February, 2026

2025

A Simple Generalisation of the Implicit Dynamics of In-Context Learning.

Francesco Innocenti, El Mehdi Achour

CoRR, December, 2025

The Riemannian Geometry associated to Gradient Flows of Linear Convolutional Networks.

El Mehdi Achour, Kathlén Kohn, Holger Rauhut

CoRR, July, 2025

μPC: Scaling Predictive Coding to 100+ Layer Networks.

Francesco Innocenti, El Mehdi Achour, Christopher L. Buckley

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

The Loss Landscape of Deep Linear Neural Networks: a Second-order Analysis.

El Mehdi Achour, François Malgouyres, Sébastien Gerchinovitz

J. Mach. Learn. Res., 2024

Only Strict Saddles in the Energy Landscape of Predictive Coding Networks?

Francesco Innocenti, El Mehdi Achour, Ryan Singh, Christopher L. Buckley

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks.

El Mehdi Achour, François Malgouyres, Franck Mamalet

J. Mach. Learn. Res., 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

CoRR, 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

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022