Minisymposium “Mathematical aspects of deep learning” @ Curves & Surfaces 2026, St-Malo, June 8-12 2026

https://cs2026.sciencesconf.org

Talk @ Rencontre nationale RT Optimisation, INSA Lyon, Nov 26-28 2025

Première rencontre nationale du RT Optimisation

Talk @ CIRM Workshop “(Blind) inverse problems in imaging: from foundations to applications”, Sep 29-Oct 3 2025

https://conferences.cirm-math.fr/3349.html

Talk @ Festum Pi Mathematics Conference, Chania, Crete, July 21-25 2025

https://www.festum-pi.eu/mathematics

SHARP+Foundry workshop @COLT 2025 in Lyon, June 30th 2025

On June 30th 2025, at ENS de Lyon, in the framework of the COLT2025 conference on learning theory, the SHARP and Foundry projects of the PEPR IA are co-organizing a one-day workshop on “Frugal and Robust Foundations for Machine Learning – Occam’s razor at the age of LLM’s”. The workshop will be dedicated to recent advances in frugal and robust learning. Details here

2 papers @ICML2025, with an oral

Two papers I contributed to have been accepted at ICML 2025

  • Selected for an oral presentation: Sibylle Marcotte, Rémi Gribonval, Gabriel Peyré. Transformative or Conservative? Conservation laws for ResNets and Transformers
  • Antoine Gonon, Nicolas Brisebarre, Elisa Riccietti, Rémi Gribonval. A rescaling-invariant Lipschitz bound based on path-metrics for modern ReLU network parameterizations
  • Congratulations also to my colleagues for the following paper also accepted:

  • Antoine Gonon, Léon Zheng, Pascal Carrivain, Quoc-Tung Le. Fast inference with Kronecker-sparse matrices
  • SSFAM Phd Prize – honorable mention for Antoine Gonon

    Antoine Gonon, former Ph.D. student in the Ockham and ARIC teams, is among the laureates of the Ph.D. award of the SSFAM (French-speaking Machine Learning Society) for his thesis on “Harnessing symmetries for modern deep learning challenges: a path-lifting perspective“. Congratulations to Antoine!

    Talk @ Lagrange Center, Paris, May 13-15 2025

    Workshop on Mathematics of Data Science

    Talk @MALGA Seminar – Genova, April 28th 2025

    https://malga.unige.it/seminars/17258

    Talk @ PEPR IA Days, Saclay, Mar 18th 2025

    PEPR IA Days, Talk on Highs and lows of sparsity in a world of depths