Looking Deeper into Tabular LIME

25 August 2020

Papers citing "Looking Deeper into Tabular LIME"

8 / 8 papers shown

Title
ExpProof : Operationalizing Explanations for Confidential Models with ZKPs Chhavi Yadav Evan Monroe Laufer Dan Boneh Kamalika Chaudhuri 91 0 0 06 Feb 2025
A $k$ -additive Choquet integral-based approach to approximate the SHAP values for local interpretability in machine learning G. D. Pelegrina L. Duarte M. Grabisch FAtt TDI 40 27 0 03 Nov 2022
Ensembles of Random SHAPs Lev V. Utkin A. Konstantinov FAtt 16 20 0 04 Mar 2021
What does LIME really see in images? Damien Garreau Dina Mardaoui FAtt 19 38 0 11 Feb 2021
An Analysis of LIME for Text Data Dina Mardaoui Damien Garreau FAtt 134 45 0 23 Oct 2020
Interpretable Machine Learning with an Ensemble of Gradient Boosting Machines A. Konstantinov Lev V. Utkin FedML AI4CE 10 139 0 14 Oct 2020
SurvLIME: A method for explaining machine learning survival models M. Kovalev Lev V. Utkin E. Kasimov 108 89 0 18 Mar 2020
A Random Forest Guided Tour Gérard Biau Erwan Scornet AI4TS 158 2,729 0 18 Nov 2015