News

Learning and Dynamical Systems News 14-12-2023 Branco Weiss Lecture Public lecture on "(un)"predictability - a journey through elements of chaos and control theory, quantum mechanics, machine learning, and how humans deal with (un)predictability.

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Learning and Dynamical Systems News 24-11-2023 Presentation at NeurIPS Our work "Online Learning under Adversarial Nonlinear Constraints" was accepted to NeurIPS23.

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Learning and Dynamical Systems Embodied Vision Empirical Inference News 06-10-2023 Roboter entdecken die Welt Forschende vermitteln Robotern eine Art Körpergefühl Roboter können den Menschen heute bereits bei manchen alltäglichen Aufgaben unterstützen. Doch unbekannte Umgebungen oder auch kleine Abweichungen in den Aufgaben, auf die sie trainiert sind, überfordern sie. Damit sie rascher lernen, sich auf Neues einzustellen, entwickeln die Forschungsgruppen von Michael Mühlebach und Jörg Stückler am Max-Planck-Institut für Intelligente Systeme in Tübingen neue Trainingsmethoden für die Maschinen. Ihre Roboter müssen sich dabei auch im Pingpong oder Bodyflying bewähren. Michael Muehlebach Jörg Stückler Dieter Büchler Hao Ma

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Learning and Dynamical Systems News 13-06-2023 UAI Conference Our article will be presented at the Conference for Uncertainty Quantification in Artificial Intelligence. Congratulations to Klaus and Julius!

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Learning and Dynamical Systems News 12-06-2023 COLT conference Our article on stochastic gradient algorithms on manifolds has been accepted to the Conference on Learning Theory 2023. Congratulations to Sholom and Daniil!

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Learning and Dynamical Systems News 28-11-2022 Presentation at NeurIPS Our work "Sampling without replacement leads to faster rates in finite-sum minimax optimization" was accepted at NeurIPS 2023.

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Learning and Dynamical Systems News 15-08-2022 The One-Wheel Cubli A new balancing robot, see https://www.youtube.com/watch?v=LM74EBbetGU .

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Learning and Dynamical Systems News 20-06-2022 Presentation at RSS We will present our work on learning-based iterative control at RSS 2022.

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Learning and Dynamical Systems News 09-05-2022 Invited talk at the NCCR Symposium The NCCR Symposium is biannual symposium covering a broad range of topics in relation to NCCR Automation research.

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Learning and Dynamical Systems News 12-12-2021 Invited talk at the CDC-workshop "Towards a Systems Theory for Optimization Algorithms" Workshop organized by Prof. C. Ebenbauer and Prof. C. Scherer on the use of systems and control theory for the design of optimization algorithms.

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Learning and Dynamical Systems News 14-06-2021 PhD openings in Learning and Dynamical Systems Open PhD positions at the Learning and Dynamical Systems group.

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Learning and Dynamical Systems News 10-05-2021 Extension of Branco Weiss Fellowship for Michael Mühlebach Fellowship is extended until the end of 2023. The Branco Weiss Fellowship – Society in Science is a community of exceptional young scientists who share a passion for taking research beyond the mainstream. Michael Muehlebach

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Learning and Dynamical Systems News 26-03-2021 “We’d like to make complex dynamical systems better able to adapt to changing conditions” Michael Mühlebach recently joined MPI-IS as leader of the independent Learning and Dynamical Systems research group Mühlebach’s research is supported by the prestigious Branco Weiss and Emmy Noether Fellowships Michael Muehlebach Valerie Callaghan

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