On the Computation of the Restricted Singular Value Decomposition via the Cosine-Sine Decomposition.
Delin ChuLieven De LathauwerBart De MoorPublished in: SIAM J. Matrix Anal. Appl. (2000)
Keyphrases
- singular value decomposition
- singular values
- least squares
- low rank
- dimension reduction
- principal component analysis
- dimensionality reduction
- latent semantic indexing
- latent semantic analysis
- correlation matrix
- image sequences
- decomposition method
- null space
- vector space
- euclidean distance
- factorization method
- low rank matrix
- measurement matrix