Exact matrix completion via convex optimization.

Emmanuel J. Candès Benjamin Recht

Published in: Commun. ACM (2012)

Keyphrases

convex optimization
matrix completion
low rank
convex relaxation
norm regularization
interior point methods
norm minimization
kernel matrix
low rank matrix
alternating direction method of multipliers
total variation
trace norm
small number
basis pursuit
least squares
singular values