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Learning Performance Maximizing Ensembles with Explainability Guarantees

Learning Performance Maximizing Ensembles with Explainability Guarantees

20 December 2023
Vincent Pisztora
Jia Li
ArXivPDFHTML

Papers citing "Learning Performance Maximizing Ensembles with Explainability Guarantees"

3 / 3 papers shown
Title
Explaining the Explainer: A First Theoretical Analysis of LIME
Explaining the Explainer: A First Theoretical Analysis of LIME
Damien Garreau
U. V. Luxburg
FAtt
32
175
0
10 Jan 2020
A Unified Approach to Interpreting Model Predictions
A Unified Approach to Interpreting Model Predictions
Scott M. Lundberg
Su-In Lee
FAtt
635
21,613
0
22 May 2017
"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
FAtt
FaML
650
16,828
0
16 Feb 2016
1