Mitchell, Shira; Potash, Eric; Barocas, Solon; D'Amour, … - 2021
A recent wave of research has attempted to define fairness quantitatively. In particular, this work has explored what fairness might mean in the context of decisions based on the predictions of statistical and machine learning models. The rapid growth of this new field has led to wildly...