Human Uncertainty in Concept-Based AI Systems

Katherine Maeve Collins, Matthew Barker, Mateo Espinosa Zarlenga, Naveen Raman, Umang Bhatt, Mateja Jamnik, Ilia Sucholutsky, Adrian Weller, Krishnamurthy Dvijotham. Human Uncertainty in Concept-Based AI Systems. In Francesca Rossi, Sanmay Das, Jenny Davis, Kay Firth-Butterfield, Alex John, editors, Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, AIES 2023, Montréal, QC, Canada, August 8-10, 2023. pages 869-889, ACM, 2023. [doi]

Abstract

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