Associate Professor for Data Analytics at the Department of Mathematics and Computer Science of the University of Basel
My research seeks to illuminate the interplay between data science, signal processing, and physics. I work on principled machine learning and signal processing tools that address scientific challenges in computational imaging, computational acoustics, and reasoning from audiovisual data.
- Machine Learning
- Inverse Problems and Imaging
- Distance Geometry Methods in Data Analytics
- Computational Acoustics and Audio, Signal Processing
ERC Starting Grant
- SWING (Signals, Waves, and Learning: A Data-Driven Paradigm for Wave-Based Inverse Problems)