High-Dimensional Gaussian Mean Estimation under Realizable Contamination

Ilias Diakonikolas, Daniel M. Kane, Thanasis Pittas

We study mean estimation for a Gaussian distribution with identity covariance in ${\mathbb{R}}^d$ under a missing data scheme termed realizable $\epsilon$-contamination model. In this model…