Search Results for author: Joshua Bone

Found 1 papers, 0 papers with code

Analyzing Explainer Robustness via Probabilistic Lipschitzness of Prediction Functions

no code implementations24 Jun 2022 Zulqarnain Khan, Davin Hill, Aria Masoomi, Joshua Bone, Jennifer Dy

We provide lower bound guarantees on the astuteness of a variety of explainers (e. g., SHAP, RISE, CXPlain) given the Lipschitzness of the prediction function.

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