At the intersection of causality and machine learning, the group’s research focuses on topics such as causal discovery, out-of-distribution generalization/robustness, causal representation learning, information theory, and Bayesian deep learning.

Alexander started his position in Dortmund in June 2024 and will soon update this website. In the meantime, if you are interested in a PhD position, a research assistant position, or if you want write your thesis with us, you can find more information on the corresponding offers and topics here!