The affine rank minimization problem consists of finding a matrix of minimum rank that satisfies a given system of linear equality constraints. Such problems have appeared in the literature of a ...

This paper deals with the trace regression model where n entries or linear combinations of entries of an unknown m₁ x m₂ matrix A₀ corrupted by noise are observed. We propose a new nuclear-norm ...