Biography

I am a postdoctoral researcher in applied mathematics at the TU Eindhoven in the Geometric Learning and Differential Geometry group of dr.ir. R. Duits. I have a keen interest in both abstract mathematics and its application to new techniques in machine learning and image processing.

In my research I try to bridge neural networks with classic mathematical ideas from geometry and analysis, such as in the PDE-based G-CNN paper. Implementations of techniques I have developed are available as an open source extension to the popular PyTorch deep learning framework, named LieTorch.