Ivan Dokmanić

Prof. Dr. Ivan Dokmanić


Professor (Data-Analytics)

Büro

Spiegelgasse 5
4051 Basel
Schweiz

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.

Research Interests

  • 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)