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Xiangyu Tian

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#machine learning Preprint Aug 2026

Fairness in multi-class multi-group classification problems via contextial coherent risk measures

This work proposes a new design of fair classifiers for multi-class classification problems in the presence of vector-valued sensitive attributes and proposes a specialized numerical method for solving the resulting optimization problem.

Darinka Dentcheva, Xiangyu Tian · 0 citations