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 will start his position in Dortmund in Summer 2024. If you are interested in a PhD position in the Causality group, you can find more information here!