Differentially Private Two-Stage Empirical Risk Minimization with Applications to Individualized Treatment Rule

Joowon Lee, Guanhua Chen

Differential privacy provides a formal framework for releasing statistical estimators that limit how much any single observation can influence the output, by injecting calibrated r…