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12/12/2021
Fairness for Robust Learning to Rank
While conventional ranking systems focus solely on maximizing the utilit...
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10/11/2020
Robust Fairness under Covariate Shift
Making predictions that are fair with regard to protected group membersh...
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03/10/2019
Fair Logistic Regression: An Adversarial Perspective
Fair prediction methods have primarily been built around existing classi...
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11/07/2018
Distributionally Robust Graphical Models
In many structured prediction problems, complex relationships between va...
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12/20/2017