Antoine Gonon

Postdoc, EPFL - EPF Lausanne

Joined

May 2023

Names

Antoine Gonon (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Postdoc

EPFL - EPF Lausanne (epfl.ch)

2024 – Present

PhD student

Ecole Normale Supérieure de Lyon (ens-lyon.fr)

2021 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

neural networks

,

deep learning

Present

Publications

Symmetry-Aware Bayesian Optimization via Max Kernels
Anthony Bardou, Antoine Gonon, Aryan Ahadinia, Patrick Thiran
- ICLR 2026 Poster
- Readers: Everyone
Non-Vacuous Generalization Bounds: Can Rescaling Invariances Help?
Damien Rouchouse, Antoine Gonon, Rémi Gribonval, Benjamin Guedj
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Fast Inference with Kronecker-Sparse Matrices
Antoine Gonon, Léon Zheng, Pascal Carrivain, TUNG QUOC LE
- ICML 2025 poster
- Readers: Everyone
A Rescaling-Invariant Lipschitz Bound Based on Path-Metrics for Modern ReLU Network Parameterizations
Antoine Gonon, Nicolas Brisebarre, Elisa Riccietti, Rémi Gribonval
- ICML 2025 poster
- Readers: Everyone
Path-metrics, pruning, and generalization
Antoine Gonon, Nicolas Brisebarre, Elisa Riccietti, Rémi Gribonval
- CoRR 2024
- Readers: Everyone
Harnessing symmetries for modern deep learning challenges: a path-lifting perspective. (Exploiter les symétries pour relever les défis modernes de l'apprentissage profond: une perspective par le relèvement dans l'espace des chemins)
Antoine Gonon
- undefined 2024
- Readers: Everyone
A path-norm toolkit for modern networks: consequences, promises and challenges
Antoine Gonon, Nicolas Brisebarre, Elisa Riccietti, Rémi Gribonval
- ICLR 2024
- Readers: Everyone
Make Inference Faster: Efficient GPU Memory Management for Butterfly Sparse Matrix Multiplication
Antoine Gonon, Léon Zheng, Pascal Carrivain, Quoc-Tung Le
- CoRR 2024
- Readers: Everyone

View all 14 publications

Co-Authors