An Algorigtm for Singular Value Decomposition of Matrices in Blocks.
Alvaro Francisco Huertas-RoseroPublished in: CoRR (2008)
Keyphrases
- singular value decomposition
- singular values
- data matrix
- least squares
- dimension reduction
- latent semantic indexing
- low rank
- principal component analysis
- measurement matrix
- reconstruction error
- rows and columns
- singular vectors
- linear algebra
- dimensionality reduction
- low rank approximation
- low rank matrix
- correlation matrix
- data sets
- low rank matrices
- null space
- high dimensional data
- clustering method
- pattern recognition