The Sensitivity of Counterfactual Fairness to Unmeasured Confounding

Niki Kilbertus, Philip J. Ball, Matt J. Kusner, Adrian Weller, Ricardo Silva. The Sensitivity of Counterfactual Fairness to Unmeasured Confounding. In Amir Globerson, Ricardo Silva, editors, Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, UAI 2019, Tel Aviv, Israel, July 22-25, 2019. pages 213, AUAI Press, 2019. [doi]

Authors

Niki Kilbertus

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Philip J. Ball

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Matt J. Kusner

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Adrian Weller

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Ricardo Silva

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