Auditing Fairness by Betting

Ben Chugg, Santiago Cortes-Gomez, Bryan Wilder +1

We provide practical, efficient, and nonparametric methods for auditing the fairness of deployed classification and regression models. Whereas previous work relies on a fixed-sampl…