Anna-Kathrin Kopetzki

According to our database, Anna-Kathrin Kopetzki authored at least 6 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Evaluating the transferability of adversarial robustness to target domains.

Anna-Kathrin Kopetzki, Aleksandar Bojchevski, Stephan Günnemann

Knowl. Inf. Syst., May, 2025

Adversarial Robustness of Classification, Uncertainty Estimation and Transfer Learning.

Anna-Kathrin Kopetzki

PhD thesis, 2025

2021

Reachable sets of classifiers and regression models: (non-)robustness analysis and robust training.

Anna-Kathrin Kopetzki, Stephan Günnemann

Mach. Learn., 2021

Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable?

Anna-Kathrin Kopetzki, Bertrand Charpentier, Daniel Zügner, Sandhya Giri, Stephan Günnemann

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Reachable Sets of Classifiers & Regression Models: (Non-)Robustness Analysis and Robust Training.

Anna-Kathrin Kopetzki, Stephan Günnemann

CoRR, 2020

2017

Methods for order reduction of zonotopes.

Anna-Kathrin Kopetzki, Bastian Schürmann, Matthias Althoff

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017