Theory of Machine Learning Group University of Tübingen

Eric Günther

Eric

University of Tübingen
Maria von Linden Str. 1, 72076 Tübingen, Germany
Room: A430
Phone: +49 (0)7071 29-70846
E-mail: eric.guenther (at) uni-tuebingen.de

Since May 2023, I am a PhD student in the Theory of Machine Learning group at Tübingen AI-Center under the supervision of Prof. Dr. Ulrike von Luxburg and Co-supervision of Prof. Dr. Bob Williamson. My research focuses on the theory of explainable AI (XAI).

Publications:
  • Disentangling Interactions and Dependencies in Feature Attribution. 2024 (AISTATS 2025). link to proceedings
  • We Need Explanation Cards to Connect Explanation Algorithms to the Real World. (AIES 2026) link to arXiv
    Preprints:
  • Informative Post-Hoc Explanations Only Exist for Simple Functions. 2025 link to arxiv