Consistent Sufficient Explanations and Minimal Local Rules for explaining regression and classification models

8 November 2021

Papers citing "Consistent Sufficient Explanations and Minimal Local Rules for explaining regression and classification models"

2 / 2 papers shown

Title
Have We Learned to Explain?: How Interpretability Methods Can Learn to Encode Predictions in their Interpretations N. Jethani Mukund Sudarshan Yindalon Aphinyanagphongs Rajesh Ranganath FAtt 65 54 0 02 Mar 2021
MDA for random forests: inconsistency, and a practical solution via the Sobol-MDA Clément Bénard Sébastien Da Veiga Erwan Scornet 22 37 0 26 Feb 2021