Anna-Kathrin Kopetzki
Technical University of Munich
Department of Informatics - I26
Boltzmannstr. 3
85748 Garching b. München
Germany
Room: 00.11.058
Phone: +49 (0)89 / 289-17882
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