Guaranteed Matrix Completion via Non-convex Factorization.

Ruoyu Sun Zhi-Quan Luo

Published in: CoRR (2014)

Keyphrases

matrix completion
low rank
convex optimization
convex relaxation
alternating direction method of multipliers
matrix factorization
globally optimal

norm minimization
rank minimization
singular values
missing data
singular value decomposition
low rank matrix

linear combination
incomplete data
optimization methods
kernel matrix
multistage
rank aggregation

total variation
multi label
data sets
collaborative filtering
multiple kernel learning
missing values