A New Approximation of the Matrix Rank Function and Its Application to Matrix Rank Minimization.

Published in: J. Optim. Theory Appl. (2014)

Keyphrases

rank minimization
low rank
singular values
rank constraint
singular value decomposition
matrix completion
covariance matrix
least squares
convex optimization
pointwise
low rank matrix