I am a Full Professor at the École Normale Supérieure in Paris. I obtained my PhD in Applied Mathematics from the University of Washington.
I work at the intersection of machine learning, mathematical modelling, and neuroscience. My long-term reseach goal is to develop a mathematical framework to understand the geometry and dynamics of learning in artificial neural networks and the brain.
At ENS, I lead the Neural Representations of Learning and Behavior team in the Group for Neural Theory. I have secondary affiliations in the ENS Quantitative Biology Centre and the Paris Artificial Intelligence Research Institute.
24.09.26 — Three papers accepted at NeurIPS 2026.
25.07.26 — Liana Akobian is awarded an EDSC doctoral fellowship.
23.06.26 — Hugo Ninou defends his PhD thesis, “Learning dynamics in neural networks: theory and data-driven modeling.”
01.06.26 — Julian Brandon is awarded a PRAIRIE (Paris AI Research Institute) doctoral fellowship.
27.03.26 — Luis Riquelme is awarded HFSP postdoctoral fellowship.