  The goal of this note is to present a modification of the popular median of
means estimator that achieves sub-Gaussian deviation bounds with nearly optimal
constants under minimal assumptions on the underlying distribution. We build on
a recent work on the topic by the author, and prove that desired guarantees can
be attained under weaker requirements.
