Annie Ulichney

New research quantifies fairness-accuracy trade-offs in predictive models

This paper introduces the concept of a fairness-accuracy (FA) Pareto frontier, which illustrates the trade-offs between fairness and accuracy when a single predictive model serves multiple demographic groups. Researcher…