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Picture for Danny Heinrich

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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Resource-Constrained On-Device Learning by Dynamic Averaging


Sep 25, 2020
Lukas Heppe, Michael Kamp, Linara Adilova, Danny Heinrich, Nico Piatkowski, Katharina Morik


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