On Properties and Structure of the Analytic Singular Value Decomposition.
Stephan WeissIan K. ProudlerGiovanni BarbarinoJennifer PestanaJohn G. McWhirterPublished in: IEEE Trans. Signal Process. (2024)
Keyphrases
- singular value decomposition
- least squares
- latent semantic indexing
- singular values
- low rank
- reconstruction error
- image processing
- principal component analysis
- dimensionality reduction
- dimension reduction
- latent semantic analysis
- pattern recognition
- feature extraction
- factorization method
- correlation matrix
- measurement matrix