most citedInsufficient Statistics Perturbation: Stable Estimators for Private Least Squares

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math.ST2026

Robust Statistical Estimators with Bounded Empirical Sensitivity

Valentio Iverson, Gautam Kamath, Argyris Mouzakis +1

We introduce a new measure of robustness for statistical estimators, which we call \emph{empirical sensitivity}. An estimator has bounded empirical sensitivity if, with hi…