A Refutation of Shapley Values for Explainability

6 September 2023

Papers citing "A Refutation of Shapley Values for Explainability"

6 / 6 papers shown

Title
Logic-Based Explainability: Past, Present & Future Joao Marques-Silva 28 2 0 04 Jun 2024
Refutation of Shapley Values for XAI -- Additional Evidence Xuanxiang Huang Sasha Rubin AAML 23 4 0 30 Sep 2023
Explainability is NOT a Game Sasha Rubin Xuanxiang Huang 18 17 0 27 Jun 2023
Logic-Based Explainability in Machine Learning Sasha Rubin LRM XAI 47 39 0 24 Oct 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
Towards Rigorous Interpretations: a Formalisation of Feature Attribution Darius Afchar Romain Hennequin Vincent Guigue FAtt 31 20 0 26 Apr 2021