Agnostic Estimation of Mean and Covariance

Kevin A. Lai, Anup B. Rao, Santosh Vempala

We consider the problem of estimating the mean and covariance of a distribution from iid samples in ${\mathbb{R}}^n$, in the presence of an $\eta$ fraction of malicious noise; this is i…