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Accurate Shapley Values for explaining tree-based models

Accurate Shapley Values for explaining tree-based models

Salim I. Amoukou
Nicolas Brunel
Tangi Salaun
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Papers citing "Accurate Shapley Values for explaining tree-based models"

5 / 5 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
FAtt
FedML
TDI
77
3
0
02 Oct 2024
Improving KernelSHAP: Practical Shapley Value Estimation via Linear Regression
Improving KernelSHAP: Practical Shapley Value Estimation via Linear Regression
Ian Covert
Su-In Lee
FAtt
31
166
0
02 Dec 2020
Explaining by Removing: A Unified Framework for Model Explanation
Explaining by Removing: A Unified Framework for Model Explanation
Ian Covert
Scott M. Lundberg
Su-In Lee
FAtt
68
244
0
21 Nov 2020
True to the Model or True to the Data?
True to the Model or True to the Data?
Hugh Chen
Joseph D. Janizek
Scott M. Lundberg
Su-In Lee
TDI
FAtt
62
166
0
29 Jun 2020
On the Robustness of Interpretability Methods
On the Robustness of Interpretability Methods
David Alvarez-Melis
Tommi Jaakkola
43
524
0
21 Jun 2018

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