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Accurate Shapley Values for explaining tree-based models
7 June 2021
Salim I. Amoukou
Nicolas Brunel
Tangi Salaun
TDI
FAtt
Re-assign community
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Papers citing
"Accurate Shapley Values for explaining tree-based models"
4 / 4 papers shown
Title
Provably Accurate Shapley Value Estimation via Leverage Score Sampling
Christopher Musco
R. Teal Witter
FAtt
FedML
TDI
99
5
0
02 Oct 2024
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
Salim I. Amoukou
Nicolas Brunel
FAtt
LRM
84
5
0
08 Nov 2021
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro
Sameer Singh
Carlos Guestrin
FAtt
FaML
1.3K
17,197
0
16 Feb 2016
1