Estimation of (near) low-rank matrices with noise and high-dimensional scaling.

Sahand N. Negahban Martin J. Wainwright

Published in: ICML (2010)

Keyphrases

high dimensional
low rank matrices
estimation error
similarity search
low dimensional
low rank
data points
dimensionality reduction
feature space
high dimensional data
missing data
singular value decomposition
high dimensionality
sparse coding
manifold learning
matrix completion