Teaching

Seminar: Tabular Machine Learning

Seminar, TU Dortmund, 2025

Tabular data is everywhere and often at the core of data science tasks, from healthcare to e-commerce and the natural sciences. Yet it comes with unique challenges and research questions for machine learning:

Seminar: (Auto-)ML for tabular data

Seminar, University of Tübingen, 2024

What is tabular data? And which model would you use for it? Why is tabular data challenging for machine learning? And how would you compare learning approaches on tabular data?