A structured regression approach for evaluating model performance across intersectional subgroups

Christine Herlihy, Kimberly Truong, Alexandra Chouldechova +1

Disaggregated evaluation is a central task in AI fairness assessment, where the goal is to measure an AI system's performance across different subgroups defined by combinations of…