Dr. Ulrike Von Luxburg

Biography

Ulrike von Luxburg is a professor in the Department of Computer Science at the University of Tübingen, specializing in the theoretical foundations of machine learning. Her research focuses on unsupervised machine learning, investigating implicit biases and assumptions within algorithms, and providing formal guarantees for their performance. Von Luxburg is particularly interested in the context of explainable machine learning and how these concepts intersect with ethics and social science. She actively participates in organizing research clusters and seminars, and has made significant contributions to the field, including publications that shed light on current theoretical challenges in machine learning. She has received the prestigious German Communicator Award for her efforts in science communication, showcasing her dedication to making complex topics accessible to a broader audience.

Research Interests