Reliable Post hoc Explanations: Modeling Uncertainty in Explainability

Dylan Slack, Anna Hilgard, Sameer Singh 0001, Himabindu Lakkaraju. Reliable Post hoc Explanations: Modeling Uncertainty in Explainability. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 9391-9404, 2021. [doi]

Authors

Dylan Slack

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Anna Hilgard

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Sameer Singh 0001

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Himabindu Lakkaraju

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