From Black-box to White-box: Examining Confidence Calibration under different Conditions

Franziska Schwaiger, Maximilian Henne, Fabian Küppers, Felippe Schmoeller Roza, Karsten Roscher, Anselm Haselhoff. From Black-box to White-box: Examining Confidence Calibration under different Conditions. In Huáscar Espinoza, John McDermid, Xiaowei Huang 0001, Mauricio Castillo-Effen, Xin Cynthia Chen, José Hernández-Orallo, Seán Ó hÉigeartaigh, Richard Mallah, editors, Proceedings of the Workshop on Artificial Intelligence Safety 2021 (SafeAI 2021) co-located with the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021), Virtual, February 8, 2021. Volume 2808 of CEUR Workshop Proceedings, CEUR-WS.org, 2021. [doi]

Abstract

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