Standardizing the Probabilistic Sources of Uncertainty for the sake of Safety Deep Learning

Axel Brando, Isabel Serra, Enrico Mezzetti, Francisco J. Cazorla, Jaume Abella 0001. Standardizing the Probabilistic Sources of Uncertainty for the sake of Safety Deep Learning. 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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