Tag: subgroup

Doubly-Regressing Approach for Subgroup Fairness arXiv:2510.21091v1 Announce Type: new Abstract: Algorithmic fairness is a socially crucial topic in real-world applications of AI. Among many notions of fairness, subgroup fairness is widely studied when multiple sensitive attributes (e.g., gender, race, age) are present. However, as the number of sensitive attributes grows, the number of subgroups increases…