Analyzing Explainer Robustness via Probabilistic Lipschitzness of Prediction Functions

Zulqarnain Khan, Davin Hill, Aria Masoomi, Joshua T. Bone, Jennifer G. Dy. Analyzing Explainer Robustness via Probabilistic Lipschitzness of Prediction Functions. 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 1378-1386, PMLR, 2024. [doi]

Abstract

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