Shrinkage Estimation of Functions of Large Noisy Symmetric Matrices

Panagiotis Lolas, Lexing Ying

We study the problem of estimating functions of a large symmetric matrix $A_n$ when we only have access to a noisy estimate ${\hat{A}}_n=A_n+\sigma Z_n/\sqrt{n}.$ We are interested in the…