"Why Should You Trust My Explanation?" Understanding Uncertainty in LIME Explanations

29 April 2019

Papers citing ""Why Should You Trust My Explanation?" Understanding Uncertainty in LIME Explanations"

5 / 5 papers shown

Title
Interpretation of Black Box NLP Models: A Survey Shivani Choudhary N. Chatterjee S. K. Saha FAtt 45 11 0 31 Mar 2022
A Survey on the Robustness of Feature Importance and Counterfactual Explanations Saumitra Mishra Sanghamitra Dutta Jason Long Daniele Magazzeni AAML 27 57 0 30 Oct 2021
Counterfactuals and Causability in Explainable Artificial Intelligence: Theory, Algorithms, and Applications Yu-Liang Chou Catarina Moreira P. Bruza Chun Ouyang Joaquim A. Jorge CML 52 177 0 07 Mar 2021
bLIMEy: Surrogate Prediction Explanations Beyond LIME Kacper Sokol Alexander Hepburn Raúl Santos-Rodríguez Peter A. Flach FAtt 21 38 0 29 Oct 2019
CXPlain: Causal Explanations for Model Interpretation under Uncertainty Patrick Schwab W. Karlen FAtt CML 45 208 0 27 Oct 2019