Boundary-Aware Uncertainty for Feature Attribution Explainers

Davin Hill, Aria Masoomi, Max Torop, Sandesh Ghimire, Jennifer G. Dy. Boundary-Aware Uncertainty for Feature Attribution Explainers. In Sanjoy Dasgupta, Stephan Mandt, Yingzhen Li, editors, International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain. Volume 238 of Proceedings of Machine Learning Research, pages 55-63, PMLR, 2024. [doi]

Abstract

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