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Unified Explanations in Machine Learning Models: A Perturbation Approach

Unified Explanations in Machine Learning Models: A Perturbation Approach

30 May 2024
Jacob Dineen
D. Kridel
Daniel R. Dolk
David G. Castillo
    AAMLFAtt
ArXiv (abs)PDFHTML

Papers citing "Unified Explanations in Machine Learning Models: A Perturbation Approach"

2 / 2 papers shown
Title
A Unified Approach to Interpreting Model Predictions
A Unified Approach to Interpreting Model Predictions
Scott M. Lundberg
Su-In Lee
FAtt
1.3K
22,358
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
FAttFaML
1.3K
17,225
0
16 Feb 2016
1