Minimax estimation of a p-dimensional linear functional in sparse Gaussian models and robust estimation of the mean

Olivier Collier, Arnak S. Dalalyan

We consider two problems of estimation in high-dimensional Gaussian models. The first problem is that of estimating a linear functional of the means of $n$ independent $p$-dimensio…