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The Sensitivity of Counterfactual Fairness to Unmeasured Confounding

Niki Kilbertus, Philip J. Ball, Matt J. Kusner, Adrian Weller and Ricardo Silva

Paper (2019)

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PolyPublie URL: https://publications.polymtl.ca/65855/
Conference Title: 35th Conference on Uncertainty in Artificial Intelligence (UAI 2019)
Conference Location: Tel Aviv, Israel
Conference Date(s): 2019-07-22 - 2019-07-25
Journal Title: Proceedings of Machine Learning Research (vol. 115)
Official URL: https://proceedings.mlr.press/v115/kilbertus20a.ht...
Date Deposited: 30 May 2025 10:10
Last Modified: 30 May 2025 10:10
Cite in APA 7: Kilbertus, N., Ball, P. J., Kusner, M. J., Weller, A., & Silva, R. (2019, July). The Sensitivity of Counterfactual Fairness to Unmeasured Confounding [Paper]. 35th Conference on Uncertainty in Artificial Intelligence (UAI 2019), Tel Aviv, Israel. Published in Proceedings of Machine Learning Research, 115. https://proceedings.mlr.press/v115/kilbertus20a.html

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