Auditing Fairness by Betting

1 code implementation • NeurIPS 2023 • Ben Chugg, Santiago Cortes-Gomez, Bryan Wilder, Aaditya Ramdas

Whereas previous work relies on a fixed-sample size, our methods are sequential and allow for the continuous monitoring of incoming data, making them highly amenable to tracking the fairness of real-world systems.

Fairness valid