Teaching

Writing mathematics on a classroom blackboard

Lectures and seminars

Winter term 2026/27

Lecture Mathematics for Machine Learning (MSc)
Lecture Deep Learning (MSc)
Seminar Explainable Machine Learning (MSc)
Research seminar "Machine Learning Theory" (runs constantly)

Future planning

Summer 2027: Theoretical Computer Science 2: Computability and Complexity (BSc)

Past lectures and seminars

Past lectures and seminars are listed here.

Youtube lectures

Here are links to some of my free online lectures on youtube: Statistical Machine Learning (2020), Mathematics for Machine Learning (2020), Theoretische Informatik (2021, in German)

Bachelor's and master's theses

How to write a Bachelor or Master thesis in our group:

General information and first steps
Tips about how to actually write the thesis. See also the tips for paper writing, many of them apply.

FAQ and HOWTO pages

Exams: FAQ and how to prepare
Seminars: how to prepare
TAC meetings: how to prepare