Structure Selection for Fairness-Constrained Differentially Private Data Synthesis

Naeim Ghahramanpour, Mostafa Milani

Differential privacy (DP) enables safe data release, with synthetic data generation emerging as a common approach in recent years. Yet standard synthesizers preserve all dependenci…