Differentially Private Estimation and Inference in High-Dimensional Regression with FDR Control

Zhanrui Cai, Sai Li, Xintao Xia +1

This paper proposes new methodologies for conducting practical differentially private (DP) estimation and inference in high-dimensional linear regression. We first introduce a DP B…