17 June 2026, ICTP-INdAM-SLMath Summer Graduate School for Machine Learning
Poster—"Implicit bias in overparameterized models as a gauge correction."
International Center for Theoretical Physics (ICTP), Trieste, Italy.  
[link]

25 Feb 2026, IX International Workshop on Information Geometry, Quantum Mechanics and Applications
Invited talk—"Implicit bias in overparameterized models as a gauge correction."
Institute of Mathematical Sciences (ICMAT), Madrid, Spain.
[link] [slides] 

1-3 Sep 2026, Mathematical Foundations of AI: The Erlangen Hub Conference
University of Oxford, Oxford, United Kingdom.
[link]

10-18 Jul 2025, Advanced School on Foundation Models for Scientific Discovery
International Center for Theoretical Physics (ICTP), Trieste, Italy.  
[link]