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"

5 / 5 papers shown

Title
Axiomatic Explainer Globalness via Optimal Transport Davin Hill Josh Bone A. Masoomi Max Torop Jennifer Dy 93 1 0 13 Mar 2025
EBLIME: Enhanced Bayesian Local Interpretable Model-agnostic Explanations Yuhao Zhong A. Bhattacharya Satish Bukkapatnam BDL FAtt 11 3 0 29 Apr 2023
Consistent Counterfactuals for Deep Models Emily Black Zifan Wang Matt Fredrikson Anupam Datta BDL OffRL OOD 41 43 0 06 Oct 2021
FastSHAP: Real-Time Shapley Value Estimation N. Jethani Mukund Sudarshan Ian Covert Su-In Lee Rajesh Ranganath TDI FAtt 59 122 0 15 Jul 2021
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 225 3,672 0 28 Feb 2017