Productionized Fairness Measurement Under Privacy Constraints

Osonde A. Osoba, Yuzi He, Saikrishna Badrinarayanan +3

Fairness measurements in the form of disaggregated evaluations often rely on demographic signals that are legally constrained or culturally sensitive. Race and ethnicity signals ar…