Accurate Shapley Values for explaining tree-based models

7 June 2021

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

6 / 6 papers shown

Title
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 Ian Covert Su-In Lee FAtt 39 166 0 02 Dec 2020
Explaining by Removing: A Unified Framework for Model Explanation Ian Covert Scott M. Lundberg Su-In Lee FAtt 70 244 0 21 Nov 2020
True to the Model or True to the Data? Hugh Chen Joseph D. Janizek Scott M. Lundberg Su-In Lee TDI FAtt 86 166 0 29 Jun 2020
On the Robustness of Interpretability Methods David Alvarez-Melis Tommi Jaakkola 52 524 0 21 Jun 2018
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 577 16,828 0 16 Feb 2016