Archives of the Mathematisches Forschungsinstitut Oberwolfach
Archives of the Mathematisches Forschungsinstitut Oberwolfach
I am Professor of Mathematics of Machine Learning at the University of Würzburg, working in applied analysis and numerics, with a particular focus on data science and machine learning. In my research I investigate PDEs and variational models (on graphs), adversarial robustness of machine learning, variational regularization, and nonlinear optimization.
I am associate editor for Advances in Continuous and Discrete Models: Theory and Applications.
I am an ELLIS member, part of the core group of the COST Action InterCoML, and leader one one of its working groups.
Invited speaker: "Optimal Transport + Optimization Workshop" in Les Diablerets (May 24-29, 2026)
Invited speaker: "Workshop on Nonlinear PDEs and Stochastic Methods" in Jyväskylä (June 9-12, 2026)
Invited speaker in special session: "Multiscale Analysis: Geometry and Evolution Problems" in Athens (July 6-10, 2026)
Invited speaker: "Scientific Computing and Machine Learning" in Bath (September 14-17, 2026)