Mar 17th, 2026 – I will give a talk at HEC's "Law, Society & AI" seminar series

Nov 27th, 2025 – Check out our papers at NeurIPS 2025:

• "Learning (approximately) equivariant networks via constrained optimization" (oral) [paper]
• "Learning with statistical equality constraints" [paper]
• Keynote: "The 5 W's and H of constrained learning" at COML@NeurIPS

Nov 24th, 2025 – I received the Shiing-Shen Chern Young Faculty award, a recognition of talented young mathematicians at École polytechnique.

Jul 21st, 2025 – I was interviewed about my research within my Hi!PARIS chair. Check out the full article and video pitch here.

Jul 17th, 2025 – Funded 4-year grant on "Beyond (Robust) Learning: Striking Compromises in Machine Learning" (ANR JCJC). PhD and postdoc positions will be announced soon.

Jul 20th, 2025 – Invited keynote speaker at the NeurIPS 2025 workshop on "Constrained Optimization for Machine Learning". Submit your contributions here.

Jul 16th, 2025 – Paper accepted at IEEE CDC 2025: "A Lagrangian Framework for Safe Cooperative Reinforcement Learning" with S. Das, S. Paternain, and C. Eksin [paper].

Jun 29th, 2025 – Invited talk at EUROPT 2025 in Southampton, UK.

Jun 26th, 2025 – Seminar at ENS Ulm in Paris, France.

Jun 20th, 2025 – New preprint: "Learning (Approximately) Equivariant Networks via Constrained Optimization," with A. Manolache and M. Niepert (arXiv).

Jun 11th, 2025 – Seminar at Rice Paris Summit.

Apr 3rd, 2025 – Seminar at GIPSA-LJK, Grenoble, France.

Mar 20th, 2025 – Seminar at UC3M, Madrid, Spain.

Mar 14th, 2025 – New preprint: "The Lagrangian method for solving constrained Markov games," with S. Das, S. Paternain, and C. Eksin (arXiv).

Mar 11th, 2025 – New preprint: "Benign overfitting and the geometry of the ridge regression solution in binary classification," with A. Tsigler, S. Frei, and P.L. Bartlett (arXiv).

Jan 27th, 2025 – Our paper "Solving differential equations with constrained learning" has been accepted to ICLR 2025 [paper].

Jan 1st, 2025 – I have been appointed to ELLIS scholar.