Privacy-Preserving Race/Ethnicity Estimation for Algorithmic Bias Measurement in the U.S

Saikrishna Badrinarayanan, Osonde Osoba, Miao Cheng +4

AI fairness measurements, including tests for equal treatment, often take the form of disaggregated evaluations of AI systems. Such measurements are an important part of Responsibl…