Singular value decomposition based matrix surgery.
Jehan GhafuriSabah JassimPublished in: CoRR (2023)
Keyphrases
- singular value decomposition
- singular values
- low rank
- least squares
- singular vectors
- reconstruction error
- linear algebra
- dimension reduction
- factorization method
- latent semantic indexing
- dimensionality reduction
- principal component analysis
- data matrix
- null space
- low rank approximation
- matrix completion
- correlation matrix
- matrix decomposition
- low rank matrix