Jan Schuchardt
Technical University of Munich
Department of Informatics - I26
Boltzmannstr. 3
85748 Garching b. München
Germany
Room: 00.11.061
Phone: +49 (0)89 / 289-17380
E-Mail: j.schuchardt [at] tum.de
Personal website: jan-schuchardt.github.io
GitHub: jan-schuchardt
Research Focus
My research is focused on making machine learning models for graphs, images, sequences, and other structured data more trustworthy. Specifically, I am interested in methods that provably guarantee robustness to data perturbations at training and inference time.
Publications
Education
- 2020: Master's thesis: Collective Robustness Certificates
- 2018 - 2020: M.Sc. Computer Science, Technical University of Munich
- 2018: Bachelor's thesis: Reinforcement Learning for Adaptation in Evolutionary Computation
- 2015 - 2018: B.Sc. Computer Science, Technical University of Munich