Course description
Time: Thursday 14-16
Place: MAR 4.064
Begins: April 16, 2026 (weekly)
Language of instruction: English
Credits: 5
This course is an introduction to the theory of first-order optimization methods for high-dimensional problems, as well as some theory of online learning, and how it applies to optimization. It is an introduction to the theory of many methods used in Machine Learning.
The course will be based on this manuscript:
Contact: roux@zib.de
- Trainer/in: Christophe Roux
- Trainer/in: Patrick Winkert