Exact Shapley Values for Local and Model-True Explanations of Decision Tree Ensembles

16 December 2021

Papers citing "Exact Shapley Values for Local and Model-True Explanations of Decision Tree Ensembles"

5 / 5 papers shown

Title
Provably Accurate Shapley Value Estimation via Leverage Score Sampling Christopher Musco R. Teal Witter FAtt FedML TDI 47 2 0 02 Oct 2024
Stabilizing Estimates of Shapley Values with Control Variates Jeremy Goldwasser Giles Hooker FAtt 19 4 0 11 Oct 2023
A Refutation of Shapley Values for Explainability Xuanxiang Huang João Marques-Silva FAtt 11 3 0 06 Sep 2023
On marginal feature attributions of tree-based models Khashayar Filom A. Miroshnikov Konstandinos Kotsiopoulos Arjun Ravi Kannan FAtt 22 3 0 16 Feb 2023
The Inadequacy of Shapley Values for Explainability Xuanxiang Huang João Marques-Silva FAtt 24 41 0 16 Feb 2023