Nearly minimax robust estimator of the mean vector by iterative spectral dimension reduction

Amir-Hossein Bateni, Arshak Minasyan, Arnak S. Dalalyan

We study the problem of robust estimation of the mean vector of a sub-Gaussian distribution. We introduce an estimator based on spectral dimension reduction (SDR) and establish a f…