Publications

Google Scholar

Research Focus

  • Causal Machine Learning & Deep Learning
  • Fairness in AI
  • Treatment Effect Estimation
  • AI for Good
  • Time Series Analysis

Education

M.Sc. Mathematics, Technical University of Munich

  • Thesis: Explanations from the Latent Space: The Need for Latent Feature Saliency Detection in Deep Time Series Classification

B.Sc. Business Mathematics, University of Mannheim

  • Thesis: Discrete and Continuous Time Markov Chains in Application to Credit Risk Estimation

B.Sc. Economics, University of Mannheim