An Additive Instance-Wise Approach to Multi-class Model Interpretation

An Additive Instance-Wise Approach to Multi-class Model Interpretation

7 July 2022

Van Nguyen

Trung Le

Gholamreza Haffari

Papers citing "An Additive Instance-Wise Approach to Multi-class Model Interpretation"

4 / 4 papers shown

Title
BELLA: Black box model Explanations by Local Linear Approximations N. Radulovic Albert Bifet Fabian M. Suchanek FAtt 34 1 0 18 May 2023
Statement-Level Vulnerability Detection: Learning Vulnerability Patterns Through Information Theory and Contrastive Learning Van Nguyen Trung Le C. Tantithamthavorn Michael Fu John C. Grundy Hung Nguyen S. Çamtepe Paul Quirk Dinh Q. Phung 41 4 0 20 Sep 2022
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
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 82 70 0 02 Mar 2021