A fairness-based grouping algorithm that partitions a continuous sensitive attribute into subgroups with maximally different discrimination levels, validated on synthetic data and face images.
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Fairness-Aware Grouping for Continuous Sensitive Variables: Application for Debiasing Face Analysis with respect to Skin Tone
A fairness-based grouping algorithm that partitions a continuous sensitive attribute into subgroups with maximally different discrimination levels, validated on synthetic data and face images.