Efficient Propose-Test-Release for Optimal Differentially Private Estimation

Tao Shen, Xin T. Tong, Wanjie Wang

Differential privacy (DP) is a rigorous framework that protects the participation of individuals in a dataset by controlling information leakage through released estimators. It bri…