Optimal Sub-Gaussian Mean Estimation in $\mathbb{R}$

Jasper C. H. Lee, Paul Valiant

We revisit the problem of estimating the mean of a real-valued distribution, presenting a novel estimator with sub-Gaussian convergence: intuitively, "our estimator, on any distrib…