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Thesis Projects (Bachelor and Masters) See the thesis project page. Present and Past Courses (Summer 2026) Information Theory Lecture course on information theory at undergraduate level. Taught by Bob Williamson. Details here. ( Summer 2025) Bridging Theory and Practice: Reliable ML in Data...

Corruption is notoriously widespread in data collection, and has been widely studied through the introduction of various corruption models addressing specific cases. Motivated by the existence of a zoo of models, not yet well-related or compared to each other, we worked on a framework for unifying...

This page provides a brief summary of the course Bob will teach in Winter Semester 2024/25 at the University of Tübingen. The course is called Being a Scientist: Making Meaning by Making Science. Some content was previewed in the talk given at the IMPRS-IS bootcamp on 20 September 2024. ( slides) If...

Below is a list of possible thesis projects within the FMLS group. These should be considered starting points only. An essential part of doing a thesis is the formulation and refinement of the problem itself. Bachelor/Master (strong focus on Math): What does predictor learn when doing ``robust...

Machine learning is about forecasting. Forecasts, however, obtain their usefulness only through their evaluation. Machine learning has traditionally focused on types of losses and their corresponding regret. Currently, the machine learning community regained interest in calibration. In this project...