RISE: Interactive Visual Diagnosis of Fairness in Machine Learning Models

Ray Chen, Christan Grant

Evaluating fairness under domain shift is challenging because scalar metrics often obscure exactly where and how disparities arise. We introduce \textit{RISE} (Residual Inspection…