Category: Uncategorized

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 …

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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 …

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

Workshop on Mathematics of Data Science

Seminar @IMAG, Septembre 12th 2022

Seminar – September 12th, 2022 / 13:45pm “Rapture of the deep : Highs and lows of Sparsity in a world of depth”, Institut Montpelliérain Alexander Grothendieck (IMAG), Montpellier

Histoire – parcimonie en traitement du signal

La notion de parcimonie joue un rôle transverse en TSI puisqu’elle permet d’aborder des tâches en apparence aussi diverses que la compression, le débruitage, la séparation de sources, l’acquisition compressée, et plus généralement les problèmes inverses. Lire plus sur le site du GRETSI

Seminar @IRISA, Sept 1st 2022

Seminar – September 1st, 2022 / 4pm “Rapture of the deep : Highs and lows of Sparsity in a world of depth” room Petri-Turing, IRISA, Rennes