First-Order Perturbation Analysis of Singular Vectors in Singular Value Decomposition.

Jun Liu Xiangqian Liu Xiaoli Ma

Published in: IEEE Trans. Signal Process. (2008)

Keyphrases

singular value decomposition
singular vectors
singular values
least squares
higher order
reconstruction error
dimensionality reduction
low rank
data matrix
latent semantic indexing
principal component analysis
low rank approximation
feature space
image restoration