Note on a rank-one modification of the singular value decomposition.
James BaglamaVasilije PerovicTimothy ToolanPublished in: Appl. Math. Comput. (2023)
Keyphrases
- singular value decomposition
- singular values
- low rank approximation
- low rank
- least squares
- dimension reduction
- singular vectors
- latent semantic analysis
- dimensionality reduction
- latent semantic indexing
- reconstruction error
- measurement matrix
- matrix completion
- correlation matrix
- principal component analysis
- low rank matrices
- data sets
- low rank matrix