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We are based in Tübingen, near the Schönbuch forest (all the photographs on the site are of the environs of Tübingen).

I am a mathematician with research experience in differential geometry, geometric analysis, and mathematical relativity. The main goal of my current research is to better understand several key objects in machine learning from a rigorous mathematical point of view. I am convinced that analyzing...

Hi there, I’m Ben! B y asking foundational questions about machine learning and its use, I hope to help shaping the development and deployment of `artificial intelligence´ in a way that is beneficial and not harmful to society. I have been thinking especially about the interpretation and evaluation...

I am professor of foundations of machine learning systems at the University of Tübingen. I am a principal investigator in the Tübingen AI center and a member of the Cluster of Excellence Machine Learning in the Sciences . Current Research My current research is focused on a small number of basic...