Multi-Group Fairness Evaluation via Conditional Value-at-Risk Testing

Lucas Monteiro Paes, Ananda Theertha Suresh, Alex Beutel +2

Machine learning (ML) models used in prediction and classification tasks may display performance disparities across population groups determined by sensitive attributes (e.g., race…