The HK Singular Value Decomposition of Rank Deficient Matrix Triplets.
Lars-Magnus EwerbringFranklin T. LukPublished in: Great Lakes Computer Science Conference (1989)
Keyphrases
- singular value decomposition
- singular values
- low rank approximation
- singular vectors
- low rank
- reconstruction error
- frobenius norm
- linear algebra
- latent semantic indexing
- dimensionality reduction
- dimension reduction
- least squares
- null space
- data matrix
- principal component analysis
- low rank matrix
- factorization method
- matrix decomposition
- nuclear norm
- matrix completion