Recovery of spectrum from estimated covariance matrices and statistical kernels for machine learning and big data

Saba Amsalu, Juntao Duan, Heinrich Matzinger +1

In this paper we propose two schemes for the recovery of the spectrum of a covariance matrix from the empirical covariance matrix, in the case where the dimension of the matrix is…