An Entropic Metric for Measuring Calibration of Machine Learning Models

Daniel James Sumler, Lee Devlin, Simon Maskell, Richard Oliver Lane. An Entropic Metric for Measuring Calibration of Machine Learning Models. In Asbjørn Følstad, Dimitris Apostolou, Steve Taylor 0002, Andrea Palumbo, Eleni Tsalapati, Giannis Stamatellos, Rosario Catelli, editors, Proceedings of TRUST-AI 2025 - The European Workshop on Trustworthy AI co-located with the 28th European Conference on Artificial Intelligence (ECAI 2025), Bologna, Italy, October 25-26, 2025. Volume 4132 of CEUR Workshop Proceedings, pages 169-179, CEUR-WS.org, 2025. [doi]

Authors

Daniel James Sumler

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Lee Devlin

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Simon Maskell

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Richard Oliver Lane

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