I am the ELLIS–SimTech independent research group leader of the University of Stuttgart, Germany. I head the Information Systems Group associated to the AI institute. We develop tools to enable intelligent systems to extract, process, and act on information.
I am joining the center for applied math (CMAP) of the École Polytechnique de Paris next January.
If you are looking to work with me, I will soon be filling a PhD student position (applications reviews will begin February/March 2025). Read more on how to join my group here.
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.
Dec 6th, 2023 – Check out our paper at NeurIPS 2023: "Resilient constrained learning" [paper].
Nov 30th, 2023 – I am giving a talk and participating of the "Future of AI" panel during Cyber Valley at University of Stuttgart (register here until Nov 24th).
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