About Myself
I am a professor at the Institute of Computer Science at University of Mainz. I am working on computer graphics, in particular at the intersection of geometric modeling and computer vision: I am interested in data-driven and structure-aware methods that discover structure in geometric data sets and use it for data analysis and 3D content creation.
Research Interests:
- Understanding Deep Learning (inductive bias, optimization, loss landscapes)
- Applying machine learning in natural science (in particular physics)
- Geometry and machine learning (in particular symmetry, representations)
Bio and Academic Activities |