Stabilizing Private LASSO under Heterogeneous Covariates via Anisotropic Objective Perturbation
arXiv:2605.01492v1 Announce Type: new
Abstract: We study high-dimensional LASSO under differential privacy via objective perturbation with heterogeneous covariate scales. In practical scenarios, covariates often exhibit diverse scales; however, standa…