2025
Fairness Issues and Mitigations in (Differentially Private) Socio-Demographic Data Processes
AAAI 2025technical
Statistical agencies rely on sampling techniques to collect socio-demographic data crucial for policy-making and resource allocation. This paper shows that surveys of important societal relevance introduce sampling errors that unevenly impact group-level estimates, thereby compromising fairness in d…