Inference for an Algorithmic Fairness-Accuracy Frontier

Yiqi Liu, Francesca Molinari

Algorithms are increasingly used to aid with high-stakes decision making. Yet, their predictive ability frequently exhibits systematic variation across population subgroups. To ass…