Differentially Private Linear Regression and Synthetic Data Generation with Statistical Guarantees

Shurong Lin, Aleksandra Slavković, Deekshith Reddy Bhoomireddy

In the social sciences, small- to medium-scale datasets are common, and linear regression is canonical. In privacy-aware settings, much work has focused on differentially private (…