Recovering Low-Rank and Sparse Components of Matrices from Incomplete and Noisy Observations.

Min Tao Xiaoming Yuan

Published in: SIAM J. Optim. (2011)

Keyphrases

low rank and sparse
noisy observations
convex optimization
signal recovery
low rank
low rank matrix
hierarchical bayesian model
missing data
matrix factorization
computer vision
high resolution
generative model
cross validation
total variation
data matrix