Computing the Generalized Singular Value Decomposition.
Zhaojun BaiJames Weldon DemmelPublished in: SIAM J. Sci. Comput. (1993)
Keyphrases
- singular value decomposition
- least squares
- singular values
- low rank
- dimensionality reduction
- reconstruction error
- latent semantic indexing
- dimension reduction
- principal component analysis
- latent semantic analysis
- measurement matrix
- low rank approximation
- null space
- image processing
- high dimensional
- information retrieval
- machine learning