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)