Differentially Private Sparse Linear Regression with Heavy-tailed Responses

Xizhi Tian, Meng Ding, Touming Tao +2

As a fundamental problem in machine learning and differential privacy (DP), DP linear regression has been extensively studied. However, most existing methods focus primarily on eit…