Uniform Mean Estimation for Heavy-Tailed Distributions via Median-of-Means

Mikael Møller Høgsgaard, Andrea Paudice

The Median of Means (MoM) is a mean estimator that has gained popularity in the context of heavy-tailed data. In this work, we analyze its performance in the task of simultaneously…