Differentially Private Linear Regression and Synthetic Data Generation with Statistical Guarantees
arXiv:2510.16974v3 Announce Type: replace
Abstract: 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 (DP) linear regressi…