Prof. Dr. Ulrike von Luxburg
University of Tübingen
Maria von Linden Str. 1, 72076 Tübingen, Germany
Room: Level 4, Office A 445
Phone: +49 (0)7071 29-70832
E-mail: ulrike.luxburg(at)uni-tuebingen.de
Maria von Linden Str. 1, 72076 Tübingen, Germany
Room: Level 4, Office A 445
Phone: +49 (0)7071 29-70832
E-mail: ulrike.luxburg(at)uni-tuebingen.de
I am a professor for computer science, with research focus on the theory of machine learning. I am coordinating the research cluster Machine learning: New Perspectives for Science and the CZS Institute for AI and Law, and I am active member of the Tübingen AI Center.
Research. My research focus is on theoretical questions about machine learning: understanding implicit biases and assumptions of machine learning algorithms, giving formal guarantees to some algorithms, and proving how other algorithms systematically fail. In particular, we currently ask all these questions in the context of explainable machine learning.