Rational Shapley Values

18 June 2021

Papers citing "Rational Shapley Values"

12 / 12 papers shown

Title
Suboptimal Shapley Value Explanations Xiaolei Lu FAtt 65 0 0 17 Feb 2025
Explainability of Machine Learning Models under Missing Data Tuan L. Vo T. Nguyen Hugo Lewi Hammer Michael A. Riegler P. Halvorsen Pal Halvorsen 54 2 0 29 Jun 2024
Error Analysis of Shapley Value-Based Model Explanations: An Informative Perspective Ningsheng Zhao Jia Yuan Yu Krzysztof Dzieciolowski Trang Bui TDI FAtt 24 0 0 21 Apr 2024
The role of causality in explainable artificial intelligence Gianluca Carloni Andrea Berti Sara Colantonio CML XAI 42 6 0 18 Sep 2023
A Refutation of Shapley Values for Explainability Xuanxiang Huang João Marques-Silva FAtt 13 3 0 06 Sep 2023
Explainability is NOT a Game João Marques-Silva Xuanxiang Huang 16 16 0 27 Jun 2023
Explainable Machine Learning for Categorical and Mixed Data with Lossless Visualization Boris Kovalerchuk Elijah McCoy 12 3 0 29 May 2023
Disproving XAI Myths with Formal Methods -- Initial Results João Marques-Silva 35 8 0 13 May 2023
Causal Dependence Plots Joshua R. Loftus Lucius E.J. Bynum Sakina Hansen CML 33 1 0 07 Mar 2023
The Inadequacy of Shapley Values for Explainability Xuanxiang Huang João Marques-Silva FAtt 26 41 0 16 Feb 2023
Bayesian Hierarchical Models for Counterfactual Estimation Natraj Raman Daniele Magazzeni Sameena Shah 23 5 0 21 Jan 2023
Counterfactual Shapley Additive Explanations Emanuele Albini Jason Long Danial Dervovic Daniele Magazzeni 26 49 0 27 Oct 2021