New smoothed random-perturbation estimators for the mean achieve exponential concentration bounds using only finite second-moment assumptions.
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Distribution-robust mean estimation via smoothed random perturbations
New smoothed random-perturbation estimators for the mean achieve exponential concentration bounds using only finite second-moment assumptions.