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

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

Jul 17th, 2025 – Funded 4-year project on "Beyond (Robust) Learning: Striking Compromises in Machine Learning" (ANR JCJC).

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.

Nov 4th, 2024 – New preprint: "Solving differential equations with constrained learning" (arXiv).

Oct 10th, 2024 – Check out our paper at NeurIPS 2024: "Constrained sampling with primal-dual Langevin Monte Carlo" [paper].

Sep 18th, 2024 – I have been invited to be part of a panel on career steps for doctoral students at this year's IMPRS-IS bootcamp.

Aug 26th, 2024 – Last chance to catch our tutorial on "Learning under Requirements: Supervised and Reinforcement Learning with Constraints" at EUSIPCO in Lyon, France.

Jul 15th, 2024 – Check out our tutorial on "Learning under Requirements: Supervised and Reinforcement Learning with Constraints" at L4DC in Oxford, UK.

May 28th, 2024 – I gave an interview on the challenges of diversity and internationalization as part of the University of Stuttgart's diversity day. Check out a sample on Instagram.

May 15th, 2024 – I have been invited to take part of SimTech's Beyond the thesis career panel. Follow the link for more details and registration.

Mar 15th, 2024 – Check out our paper at ICLR 2024: "Near-optimal solutions of constrained learning problems" [paper].

Feb 24th, 2024 – I was interviewed by the "Made in Science" podcast about engineering, art, and living in foreign lands.

Feb 20th, 2024 – Check out our tutorial on "Learning under Requirements: Supervised and Reinforcement Learning with Constraints" at AAAI in Vancouver, CA.

Jan 30th, 2024 – I am giving a talk on "(Reinforcement) learning under requirements" at the applied mathematics center (CMAP) of the École Polytechnique, Paris, France.

Jan 12th, 2024 – I am talking about "Constrained reinforcement learning" at the Workshop on RL of the University of Mannheim.