Courses

Summer 2024

• Deep Learning and Inverse Problems (Master level)
• Seminar in Machine Learning (Master level); this semester edition ``Foundation Models''
• Fundamentals of Foundation Models (Master level)

Winter 2023/24

• Machine Learning and Optimization (Master level)
• Seminar in Machine Learning (Master level); this semester edition ``DNA Data Storage''

Summer 2023

• Deep Learning and Inverse Problems (Master level)
• Seminar in Machine Learning (Master level); this semester edition ``Foundation Models''

Winter 2022/23

• Machine Learning and Optimization (Master level)
• Seminar in Machine Learning (Master level); this semester edition ``Diffusion Models''

Summer 2022

• Introduction to Machine Learning (Bachelor level)
• Deep Learning and Inverse Problems (Master level)
• Seminar in Machine Learning (Master level); this semester edition ``Machine learning for protein structure determination''

Winter 2021/22

• Machine Learning and Optimization (Master level)
• Seminar in Machine Learning (Master level); this semester edition ``Foundations and challenges of modern machine learning practice''

Summer 2021

• Introduction to Machine Learning (Bachelor level)
• Deep Learning and Inverse Problems (Master level)

Winter 2020/21

• Machine Learning and Optimization (Master level)
• Seminar in Machine Learning (Master level); this semester edition ``Foundations and robustness of deep learning''

Summer 2020

• Introduction to Machine Learning (Bachelor level)
• Seminar in Machine Learning (Master level); this semester edition ``Foundations of deep learning in imaging science''

Winter 2019/20

• Machine Learning and Optimization (Master level)