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Explainability-Aware One Point Attack for Point Cloud Neural Networks


Oct 08, 2021
Hanxiao Tan, Helena Kotthaus


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Surrogate Model-Based Explainability Methods for Point Cloud NNs


Aug 18, 2021
Hanxiao Tan, Helena Kotthaus


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The Care Label Concept: A Certification Suite for Trustworthy and Resource-Aware Machine Learning


Jun 01, 2021
Katharina Morik, Helena Kotthaus, Lukas Heppe, Danny Heinrich, Raphael Fischer, Andreas Pauly, Nico Piatkowski


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Yes We Care! -- Certification for Machine Learning Methods through the Care Label Framework


May 21, 2021
Katharina Morik, Helena Kotthaus, Lukas Heppe, Danny Heinrich, Raphael Fischer, Sascha Mücke, Andreas Pauly, Matthias Jakobs, Nico Piatkowski


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