Semantic match: Debugging feature attribution methods in XAI for healthcare

Giovanni Cinà, Tabea E. Röber, Rob Goedhart, S. Ilker Birbil. Semantic match: Debugging feature attribution methods in XAI for healthcare. In Bobak J. Mortazavi, Tasmie Sarker, Andrew Beam, Joyce C. Ho, editors, Conference on Health, Inference, and Learning, CHIL 2023, Broad Institute of MIT and Harvard (Merkin Building), 415 Main Street, Cambridge, MA, USA. Volume 209 of Proceedings of Machine Learning Research, pages 182-190, PMLR, 2023. [doi]

Abstract

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