Controllable Guarantees for Fair Outcomes via Contrastive Information Estimation

Umang Gupta, Aaron M. Ferber, Bistra Dilkina, Greg Ver Steeg. Controllable Guarantees for Fair Outcomes via Contrastive Information Estimation. In Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021. pages 7610-7619, AAAI Press, 2021. [doi]

Authors

Umang Gupta

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Aaron M. Ferber

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Bistra Dilkina

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Greg Ver Steeg

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