My primary research interests lie in the areas of information theory, embodied cognition, causal inference and deep learning. I am currently working on information-theoretic aspects of unsupervised reinforcement learning and control.

See my Google Scholar page for an updated list of publications.

Ph.D. thesis: Unique information and the Blackwell order, Leipzig University, 2019.

Service: Reviewer for NeurIPS, ICML, ICLR, TMLR, ISIT, IEEE TNNLS.

I co-organize the Math Machine Learning Seminar MPI MiS + UCLA with Guido Montúfar.