Anna-Kathrin Kopetzki

Technical University of Munich
Department of Informatics - I26
Boltzmannstr. 3
85748 Garching b. München
Germany

Room: 02.11.034

Phone: +49 (0)89 / 289-17260

E-Mail: anna [dot] k [dot] kopetzki [at] tum [dot] de

 

Research Focus

  • Robust Machine Learning
  • Uncertainty Estimation
  • Transfer Learning

 

Selected Publications

  • Anna-Kathrin Kopetzki, Bertrand Charpentier, Daniel Zügner, Sandhya Giri, Stephan Günnemann
    Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable?
    International Conference on Machine Learning (ICML), 2021
  • Anna-Kathrin Kopetzki, Stephan Günnemann 
    Reachable sets of classifiers and regression models: (non-)robustness analysis and robust training
    Machine Learning Journal, 2021
  • Anna-Kathrin Kopetzki, Bastian Schürmann, Matthias Althoff
    Efficient Methods for Order Reduction of Zonotopes 
    Proc. of the 56th IEEE Conference on Decision and Control, 2017

 

Education

  • Present: Doctoral candidate in Computer Science at Technische Universität München
  • 2018: M.Sc in Computer Science at Technische Universität München 
  • 2016: B.Sc in Bioinformatics at Ludwig-Maximilians-Universität and Technische Universität München
  • 2013: M.Sc in Biochemistry at Ludwig-Maximilians-Universität München
  • 2010: B.Sc. in Chemistry and Biochemistry at Ludwig-Maximilians-Universität München

 

Academic Honors and Awards

  • Promoted by the best.in.tum programm of the Computer Science department, Technische Universität München
  • Scholarship: Deutschlandstipendium der Technischen Universität München