Size-adaptive Hypothesis Testing for Fairness

Antonio Ferrara, Francesco Cozzi, Alan Perotti +2

Determining whether an algorithmic decision-making system discriminates against a specific demographic typically involves comparing a single point estimate of a fairness metric aga…