I am working at the Max Planck Institute as a PhD student under the supervision of Bernhard Schölkopf and Philipp Hennig. After my master at KIT I have been working in an AI focused startup in the area of autonomous driving for around 2.5 years.
I focus on probabilistic and structured deep learning models. In particular, I am interested in the role of inductive bias to train good concept representations and the probabilistic modelling of such representations.
Our goal is to understand the principles of Perception, Action and Learning in autonomous systems that successfully interact with complex environments and to use this understanding to design future systems