A comparison between the complex symmetric based and classical computation of the singular value decomposition of normal matrices.
Micol FerrantiThanh Hieu LeRaf VandebrilPublished in: Numer. Algorithms (2014)
Keyphrases
- singular value decomposition
- singular values
- linear algebra
- least squares
- dimension reduction
- low rank
- dimensionality reduction
- data matrix
- latent semantic indexing
- low rank approximation
- reconstruction error
- null space
- image processing
- measurement matrix
- principal component analysis
- factorization method
- correlation matrix
- low rank matrix
- neural network
- singular vectors