Framework for Evaluating Faithfulness of Local Explanations

Sanjoy Dasgupta, Nave Frost, Michal Moshkovitz. Framework for Evaluating Faithfulness of Local Explanations. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 4794-4815, PMLR, 2022. [doi]

Abstract

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