Hasso-Plattner-Institut
Prof. Dr. Christoph Lippert
  
 

Matthias Kirchler, M.Sc.

Research Assistant, PhD Candidate

Room: G-2.1.32


Email: matthias.kirchler(at)hpi.de

Research Interests

  • Intersection between deep learning and statistical hypothesis testing
  • Interpretability & explainability for deep learning models
  • Causality in machine learning
  • Extreme classification

Research Projects

  • Developing statistical hypotheses tests on complex phenotypic data such as images and graphs with genome-wide association studies as main application
  • Developing efficient machine learning algorithms for extreme classification settings (i.e. a huge number of labels) 
  • Organizing and conducting workshops on artificial intelligence for small and medium-sized companies as AI expert in the "Mittelstand 4.0-Kompetenzzentrum Berlin"