Given n independent, identically distributed copies of a random vector, one is interested in estimating the expected value. Perhaps surprisingly, there are still open questions concerning this very basic problem in statistics. The goal is to construct estimators that are close to the true mean with high probability, with respect to some given norm. In this talk we are primarily...