Distribution-robust mean estimation via smoothed random perturbations

25 Jun 2019Matthew J. Holland

We consider the problem of mean estimation assuming only finite variance. We study a new class of mean estimators constructed by integrating over random noise applied to a soft-truncated empirical mean estimator... (read more)

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