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01/31/2023
Superhuman Fairness
The fairness of machine learning-based decisions has become an increasin...
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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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02/04/2021
Feedback in Imitation Learning: The Three Regimes of Covariate Shift
Imitation learning practitioners have often noted that conditioning poli...
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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