Teaching

I am currently teaching the following courses

Deep learning, Undergraduate course, summer semester, web-page

Graphical Markov models, PhD course, winter semester, web-page

Statistical machine learning, Graduate course, winter semester, web-page

Structured model learning, PhD course, winter semester, web-page

Bachelor/Master/PhD theses supervision

Please contact me if you are interested in one of the topics below.

Learning methods for probabilistic deep networks including VAEs
Graphical models and deep learning
Sustainable and ethically responsible applications of deep networks e.g. in bio-medical research, earth observation and similar.