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Accurate Shapley Values for explaining tree-based models
v1v2v3 (latest)

Accurate Shapley Values for explaining tree-based models

7 June 2021
Salim I. Amoukou
Nicolas Brunel
Tangi Salaun
    TDIFAtt
ArXiv (abs)PDFHTML

Papers citing "Accurate Shapley Values for explaining tree-based models"

4 / 4 papers shown
Title
Provably Accurate Shapley Value Estimation via Leverage Score Sampling
Provably Accurate Shapley Value Estimation via Leverage Score Sampling
Christopher Musco
R. Teal Witter
FAttFedMLTDI
99
5
0
02 Oct 2024
On marginal feature attributions of tree-based models
On marginal feature attributions of tree-based models
Khashayar Filom
A. Miroshnikov
Konstandinos Kotsiopoulos
Arjun Ravi Kannan
FAtt
65
3
0
16 Feb 2023
Consistent Sufficient Explanations and Minimal Local Rules for
  explaining regression and classification models
Consistent Sufficient Explanations and Minimal Local Rules for explaining regression and classification models
Salim I. Amoukou
Nicolas Brunel
FAttLRM
84
5
0
08 Nov 2021
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro
Sameer Singh
Carlos Guestrin
FAttFaML
1.3K
17,197
0
16 Feb 2016
1