How Well Do Feature-Additive Explainers Explain Feature-Additive Predictors?

27 October 2023

Papers citing "How Well Do Feature-Additive Explainers Explain Feature-Additive Predictors?"

5 / 5 papers shown

Title
Unjustified Sample Sizes and Generalizations in Explainable AI Research: Principles for More Inclusive User Studies Uwe Peters Mary Carman ELM 15 1 0 08 May 2023
From Shapley Values to Generalized Additive Models and back Sebastian Bordt U. V. Luxburg FAtt TDI 51 33 0 08 Sep 2022
Unfooling Perturbation-Based Post Hoc Explainers Zachariah Carmichael Walter J. Scheirer AAML 42 14 0 29 May 2022
The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective Satyapriya Krishna Tessa Han Alex Gu Steven Wu S. Jabbari Himabindu Lakkaraju 166 181 0 03 Feb 2022
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 225 3,658 0 28 Feb 2017