Shrinkage Algorithms for MMSE Covariance Estimation

Yilun Chen, Ami Wiesel, Yonina C. Eldar +1

We address covariance estimation in the sense of minimum mean-squared error (MMSE) for Gaussian samples. Specifically, we consider shrinkage methods which are suitable for high dim…