Anna-Kathrin Kopetzki | DeepAI

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Featured Co-authors

Stephan Günnemann
100 publications
Daniel Zügner
19 publications
Bertrand Charpentier
16 publications
Sandhya Giri
1 publication

research

∙ 10/28/2020

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

Robustness to adversarial perturbations and accurate uncertainty estimat...

11 Anna-Kathrin Kopetzki, et al. ∙

research

∙ 07/28/2020

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

Neural networks achieve outstanding accuracy in classification and regre...

0 Anna-Kathrin Kopetzki, et al. ∙