Yan Scholten

Technical University of Munich
Department of Computer Science - I26
Boltzmannstr. 3
85748 Garching b. München

Room: 00.11.065
E-Mail: scholten [at] in.tum.de
Website: yascho.github.io

Research Interests

  • Robust Machine Learning
  • Machine Learning on Graphs

Selected Publications

Full list on Google Scholar

  • Randomized Message-Interception Smoothing: Gray-box Certificates for Graph Neural Networks
    Yan Scholten, Jan Schuchardt, Simon Geisler, Aleksandar Bojchevski, Stephan Günnemann
    Conference on Neural Information Processing Systems (NeurIPS), 2022
    [ PDF | Project page | Code ]


  • 2019-2022: M.Sc. Informatics - Technical University of Munich (passed with high distinction)
  • 2015-2019: B.Sc. Computer Science - Paderborn University (passed with distinction)

Academic Honors and Awards

  • 2019: Deutschlandstipendium awarded by the Technical University of Munich
  • 2018: RISE worldwide scholarship awarded by DAAD
  • 2018: Deutschlandstipendium awarded by Studienfonds OWL