Revisiting mean estimation over ${\ell }_p$ balls: Is the MLE optimal?

Liviu Aolaritei, Michael I. Jordan, Reese Pathak +1

We revisit the problem of mean estimation in the Gaussian sequence model with ${\ell }_p$ constraints for $p\in [0,\infty ]$. We demonstrate two phenomena for the behavior of the max…