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Explaining Image Classifiers

Published in arXiv (Cornell University) • Jan 24, 2024
NobleIDNI1P61W79R26S93
Authors:
Hana Chockler
,
Joseph Y. Halpern

Abstract

We focus on explaining image classifiers, taking the work of Mothilal et al. [2021] (MMTS) as our point of departure. We observe that, although MMTS claim to be using the definition of explanation proposed by Halpern [2016], they do not quite do so. Roughly speaking, Halpern's definition has a neces...

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