Publications
- Opening the Black Box: Reverse-Engineering of Sparse Neural Networks, V. Castin, R. Gribonval, GRETSI 2025. Slides, Poster
- A Unified Perspective on the Dynamics of Deep Transformers, V. Castin, P. Ablin, J. A. Carrillo, G. Peyré, ArXiv preprint, 2025. Slides, Poster
- How Smooth Is Attention?, V. Castin, P. Ablin, G. Peyré, ICML 2024. Slides, Poster
Invited talks
- Minisymposium Partial Differential Equations, Inverse Problems and Machine Learning, Universidad de Alicante, January 2026
- Workshop Mathematics of Transformers, DESY Hamburg, September 2025. Slides
- Workshop Interpretability in LLMs Using Geometrical and Statistical Methods, University of Amsterdam, May 2025, Slides
- MLSP Seminar, ENS de Lyon, January 2025. Slides
Conferences and summer schools
