Updating Singular Value Decomposition for Rank One Matrix Perturbation.
Ratnik GandhiAmoli RajgorPublished in: CoRR (2017)
Keyphrases
- singular value decomposition
- singular values
- low rank approximation
- singular vectors
- low rank
- dimension reduction
- least squares
- reconstruction error
- linear algebra
- dimensionality reduction
- latent semantic indexing
- correlation matrix
- null space
- data matrix
- measurement matrix
- matrix decomposition
- frobenius norm
- matrix completion
- feature selection
- low rank matrices
- nuclear norm
- fundamental matrix
- image processing