Doubly-Regressing Approach for Subgroup Fairness

Kunwoong Kim, Kyungseon Lee, Jihu Lee +2

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 attri…