Minimax estimation of functionals in sparse vector model with correlated observations

Yuhao Wang, Pengkun Yang, Alexandre B. Tsybakov

We consider the observations of an unknown $s$-sparse vector $\mathbf{\theta }$ corrupted by Gaussian noise with zero mean and unknown covariance matrix $\mathbf{\Sigma }$. We propos…