Low-Rank plus Sparse Decomposition of Covariance Matrices using Neural Network Parametrization

Michel Baes, Calypso Herrera, Ariel Neufeld +1

This paper revisits the problem of decomposing a positive semidefinite matrix as a sum of a matrix with a given rank plus a sparse matrix. An immediate application can be found in…