Concentration-Based Guarantees for Low-Rank Matrix Reconstruction

Rina Foygel Nathan Srebro

Published in: CoRR (2011)

Keyphrases

low rank matrix
low rank
singular value decomposition
convex optimization
matrix factorization
approximation methods
sparse matrix
missing data
image reconstruction
high resolution
reconstruction error
semi supervised
random projections
matrix completion
data mining
feature extraction