Revisiting differentially private linear regression: optimal and adaptive prediction & estimation in unbounded domain

Yu-Xiang Wang

We revisit the problem of linear regression under a differential privacy constraint. By consolidating existing pieces in the literature, we clarify the correct dependence of the fe…