Armand Foucault

Joined

May 2022

Names

Armand Foucault (Preferred)

Emails

****@math.univ-toulouse.fr (Confirmed)

Personal Links

Career & Education History

PhD student

Université de Toulouse (univ-toulouse.fr)

2021 – 2024

Advisors, Relations & Conflicts

Coauthor

Sébastien Gerchinovitz

Present

PhD Advisor

Francois Malgouyres

2021 – 2024

PhD Advisor

2021 – 2024

Expertise

optimization

,

quantized networks

Present

approximation

,

deep learning

,

expressivity

Present

Publications

Quantized Approximately Orthogonal Recurrent Neural Networks
Armand Foucault, Francois Malgouyres, Franck Mamalet
- Submitted to ICLR 2025
- Readers: Everyone
HADAMRNN: BINARY AND SPARSE TERNARY ORTHOGONAL RNNS
Armand Foucault, Francois Malgouyres, Franck Mamalet
- ICLR 2025 Poster
- Readers: Everyone
A general approximation lower bound in $L^p$ norm, with applications to feed-forward neural networks
El Mehdi Achour, Armand Foucault, Sébastien Gerchinovitz, Francois Malgouyres
- Published: 31 Oct 2022, Last Modified: 03 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone

Co-Authors