Boundary-Aware Uncertainty for Feature Attribution Explainers

Boundary-Aware Uncertainty for Feature Attribution Explainers

5 October 2022

Jennifer Dy

Papers citing "Boundary-Aware Uncertainty for Feature Attribution Explainers"

6 / 6 papers shown

Title
Axiomatic Explainer Globalness via Optimal Transport Davin Hill Josh Bone A. Masoomi Max Torop Jennifer Dy 102 1 0 13 Mar 2025
Explaining the Uncertain: Stochastic Shapley Values for Gaussian Process Models Siu Lun Chau Krikamol Muandet Dino Sejdinovic FAtt 49 11 0 24 May 2023
EBLIME: Enhanced Bayesian Local Interpretable Model-agnostic Explanations Yuhao Zhong A. Bhattacharya Satish Bukkapatnam BDL FAtt 24 3 0 29 Apr 2023
Consistent Counterfactuals for Deep Models Emily Black Zifan Wang Matt Fredrikson Anupam Datta BDL OffRL OOD 55 43 0 06 Oct 2021
FastSHAP: Real-Time Shapley Value Estimation N. Jethani Mukund Sudarshan Ian Covert Su-In Lee Rajesh Ranganath TDI FAtt 67 123 0 15 Jul 2021
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 257 3,684 0 28 Feb 2017