Privacy-Accuracy Trade-offs in High-Dimensional LASSO under Perturbation Mechanisms
arXiv:2603.26227v2 Announce Type: replace-cross
Abstract: We study privacy-preserving sparse linear regression in the high-dimensional regime, focusing on the LASSO estimator. We analyze two widely used mechanisms for differential privacy: output pert…