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Found 2 papers, 1 papers with code
Fairness in Ranking: Robustness through Randomization without the Protected Attribute
Second, there are multiple measures of fairness of rankings, and optimization-based methods utilizing a single measure of fairness of rankings may produce rankings that are unfair with respect to other measures.
Label Ranking through Nonparametric Regression
We introduce a generative model for Label Ranking, in noiseless and noisy nonparametric regression settings, and provide sample complexity bounds for learning algorithms in both cases.
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