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.
Read more on how to join my group here.
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).
Oct 5th, 2023 – I am giving an invited talk on "Learning under requirements" at SimTech 2023 in Stuttgart.
Sep 25th, 2023 – I am giving a talk on "Learning under robustness constraints" at EUCCO 2023 in Heidelberg.
Sep 15th, 2023 – I am giving a tutorial on "Robust learning" at the IMPRS-IS BootCamp.
Aug 7th, 2023 – "Transferability Properties of Graph Neural Networks" was accepted for publication on the IEEE TSP (paper).
Jul 11th, 2023 – I am giving an invited talk at the Data Science and Dependence 2023 Conference in Heidelberg.
Jun 21st, 2023 – I am giving a seminar at the SimTech ML sessions, University of Stuttgart.
Jun 20th, 2023 – I am giving a talk at the Kolloquium Technische Kybernetik, University of Stuttgart.
May 16th, 2023 – "Distributed Universal Adaptive Networks" was accepted for publication on the IEEE TSP (paper).
Apr 24th, 2023 – Two papers accepted at ICML 2023:
Apr 22nd, 2023 – I am participating of the Science Cypher which happens in the context of the "SHIFT: KI und eine zukünftige Gemeinschaft" exhibition of the Stuttgart Museum of Art (Kunstmuseum Stuttgart).
Feb 2nd, 2023 – I am giving a (hybrid) talk at EPFL (see here for more details and registration).
Jan 11th, 2023 – I have joined the faculty of the International Max Planck Research School for Intelligent Systems (IMPRS-IS).
Oct 25th, 2022 – I have become a member of ELLIS and its Stuttgart unit.
Oct 5th, 2022 – "Constrained learning with non-convex losses" was accepted for publication on the IEEE TIT (paper).
May 30th, 2022 – I will be moving to the University of Stuttgart in October 2022.
May 15th, 2022 – "Probabilistically Robust Learning: Balancing Average- and Worst-case Performance" was accepted at ICML 2022 (arXiv).
April 27th, 2022 – I gave a talk on Learning under requirements at the ELLIS unit of the University of Stuttgart [youtube].
Feb 4th, 2022 – I was invited to participate of Caltech's 2022 Young Investigators Lecture series. My talk is scheduled for April 7th.
Feb 3rd, 2022 – "Safe policies for reinforcement learning via primal-dual methods" was accepted for publication on the IEEE TAC (paper).
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