Individual fairness via local predictive consistency
Read the original at arxiv.org→arXiv:2610.33285v1 Announce Type: new Abstract: Individual fairness in machine learning requires that similar individuals receive similar predictions. Most existing definitions are pairwise in nature, imposing a...
Original headline: "Individual Fairness via Local Predictive Consistency"
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- Oct 27, 04:00 UTC arXiv cs.LG lead source Individual Fairness via Local Predictive Consistency