Friedrich is a visiting student from the Technical University Munich for writing his M.Sc. thesis supervised by Carl Henrik Ek and Markus Kaiser. Friedrich is interested in probabilistic machine learning focussing on interpreting deep generative inference schemes such as Variational Autoencoders using Bayesian non-parametric models. He is also interested in computational biology.