On the Calibration of Epistemic Uncertainty: Principles, Paradoxes and Conflictual Loss

Mohammed Fellaji, Frédéric Pennerath, Brieuc Conan-Guez, Miguel Couceiro. On the Calibration of Epistemic Uncertainty: Principles, Paradoxes and Conflictual Loss. In Albert Bifet, Jesse Davis, Tomas Krilavicius, Meelis Kull, Eirini Ntoutsi, Indre Zliobaite, editors, Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2024, Vilnius, Lithuania, September 9-13, 2024, Proceedings, Part IV. Volume 14944 of Lecture Notes in Computer Science, pages 160-176, Springer, 2024. [doi]

Authors

Mohammed Fellaji

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Frédéric Pennerath

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Brieuc Conan-Guez

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Miguel Couceiro

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