Optimal adaptive estimation of linear functionals under sparsity

Olivier Collier, Laëtitia Comminges, Alexandre B. Tsybakov +1

We consider the problem of estimation of a linear functional in the Gaussian sequence model where the unknown vector theta in R^d belongs to a class of s-sparse vectors with unknow…