Fast TreeSHAP: Accelerating SHAP Value Computation for Trees

20 September 2021

Papers citing "Fast TreeSHAP: Accelerating SHAP Value Computation for Trees"

6 / 6 papers shown

Title
A Comprehensive Study of Shapley Value in Data Analytics Hong Lin Shixin Wan Zhongle Xie Ke Chen Meihui Zhang Lidan Shou Gang Chen 82 0 0 02 Dec 2024
Fast Estimation of Partial Dependence Functions using Trees Jinyang Liu Tessa Steensgaard Marvin N. Wright Niklas Pfister M. Hiabu FAtt 34 0 0 17 Oct 2024
SHAP values via sparse Fourier representation Ali Gorji Andisheh Amrollahi A. Krause FAtt 30 0 0 08 Oct 2024
Improving the Weighting Strategy in KernelSHAP Lars Henry Berge Olsen Martin Jullum TDI FAtt 54 2 0 07 Oct 2024
An Efficient Shapley Value Computation for the Naive Bayes Classifier V. Lemaire Fabrice Clérot Marc Boullé FAtt 13 1 0 31 Jul 2023
On marginal feature attributions of tree-based models Khashayar Filom A. Miroshnikov Konstandinos Kotsiopoulos Arjun Ravi Kannan FAtt 9 3 0 16 Feb 2023