CIFA: Contextual-Intersectional Fairness Auditing for Hidden Subgroup Discovery in Face Analysis
The Contextual-Intersectional Fairness Auditing Framework is established, a structured framework for identifying subgroup vulnerabilities arising from interactions between demographic and contextual attributes and provides a reproducible framework for discovering, prioritizing, and reassessing hidden subgroup risks in...