Anna-Kathrin Kopetzki

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 5

Top Topics

Statistical Model

Regression Model

Top Venues

Publications

Anna-Kathrin Kopetzki, Stephan Günnemann
Reachable sets of classifiers and regression models: (non-)robustness analysis and robust training. Mach. Learn. 110 (6) (2021)
Anna-Kathrin Kopetzki, Bertrand Charpentier, Daniel Zügner, Sandhya Giri, Stephan Günnemann
Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable? ICML (2021)
Anna-Kathrin Kopetzki, Stephan Günnemann
Reachable Sets of Classifiers & Regression Models: (Non-)Robustness Analysis and Robust Training. CoRR (2020)
Anna-Kathrin Kopetzki, Bertrand Charpentier, Daniel Zügner, Sandhya Giri, Stephan Günnemann
Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable? CoRR (2020)
Anna-Kathrin Kopetzki, Bastian Schürmann, Matthias Althoff
Methods for order reduction of zonotopes. CDC (2017)