A Framework Quantifying Trustworthiness of Supervised Machine and Deep Learning Models

Alberto Huertas Celdrán, Jan Kreischer, Melike Demirci, Joel Leupp, Pedro Miguel Sánchez Sánchez, Muriel Figueredo Franco, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller. A Framework Quantifying Trustworthiness of Supervised Machine and Deep Learning Models. In Gabriel Pedroza, Xiaowei Huang 0001, Xin Cynthia Chen, Andreas Theodorou, José Hernández-Orallo, Mauricio Castillo-Effen, Richard Mallah, John A. McDermid, editors, Proceedings of the Workshop on Artificial Intelligence Safety 2023 (SafeAI 2023) co-located with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), Washington DC, USA, February 13-14, 2023. Volume 3381 of CEUR Workshop Proceedings, CEUR-WS.org, 2023. [doi]

Abstract

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