Low-rank matrix estimation via nonconvex spectral regularized methods in errors-in-variables matrix regression

Xin Li, Dongya Wu

High-dimensional matrix regression has been studied in various aspects, such as statistical properties, computational efficiency and application to specific instances including mul…