GLIME: General, Stable and Local LIME Explanation

GLIME: General, Stable and Local LIME Explanation

27 November 2023

Papers citing "GLIME: General, Stable and Local LIME Explanation"

15 / 15 papers shown

Title
Minimizing False-Positive Attributions in Explanations of Non-Linear Models Anders Gjølbye Stefan Haufe Lars Kai Hansen 91 0 0 16 May 2025
Explaining the Unexplained: Revealing Hidden Correlations for Better Interpretability Wen-Dong Jiang Chih-Yung Chang Show-Jane Yen Diptendu Sinha Roy FAtt HAI 148 1 0 02 Dec 2024
Which Explanation Should I Choose? A Function Approximation Perspective to Characterizing Post Hoc Explanations Tessa Han Suraj Srinivas Himabindu Lakkaraju FAtt 52 86 0 02 Jun 2022
S-LIME: Stabilized-LIME for Model Explanation Zhengze Zhou Giles Hooker Fei Wang FAtt 67 89 0 15 Jun 2021
What does LIME really see in images? Damien Garreau Dina Mardaoui FAtt 29 38 0 11 Feb 2021
Explaining by Removing: A Unified Framework for Model Explanation Ian Covert Scott M. Lundberg Su-In Lee FAtt 68 244 0 21 Nov 2020
Looking Deeper into Tabular LIME Damien Garreau U. V. Luxburg FAtt LMTD 133 30 0 25 Aug 2020
OptiLIME: Optimized LIME Explanations for Diagnostic Computer Algorithms Giorgio Visani Enrico Bagli F. Chesani FAtt 31 60 0 10 Jun 2020
Statistical stability indices for LIME: obtaining reliable explanations for Machine Learning models Giorgio Visani Enrico Bagli F. Chesani A. Poluzzi D. Capuzzo FAtt 13 166 0 31 Jan 2020
Interpretable Explanations of Black Boxes by Meaningful Perturbation Ruth C. Fong Andrea Vedaldi FAtt AAML 28 1,514 0 11 Apr 2017
Learning Important Features Through Propagating Activation Differences Avanti Shrikumar Peyton Greenside A. Kundaje FAtt 78 3,848 0 10 Apr 2017
Axiomatic Attribution for Deep Networks Mukund Sundararajan Ankur Taly Qiqi Yan OOD FAtt 70 5,920 0 04 Mar 2017
Layer-wise Relevance Propagation for Neural Networks with Local Renormalization Layers Alexander Binder G. Montavon Sebastian Lapuschkin K. Müller Wojciech Samek FAtt 44 456 0 04 Apr 2016
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 111 9,266 0 14 Dec 2015
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 189 15,825 0 12 Nov 2013

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