Scalable parallel architecture for singular value decomposition of large matrices.
Unai Martinez-CorralKoldo BasterretxeaRaul FinkerPublished in: FPL (2014)
Keyphrases
- singular value decomposition
- parallel architecture
- singular values
- parallel processing
- least squares
- shared memory
- hardware implementation
- low rank
- latent semantic indexing
- low rank approximation
- distributed memory
- parallel implementation
- dimensionality reduction
- principal component analysis
- measurement matrix
- data matrix
- low rank matrix
- singular vectors
- pairwise
- parallel algorithm
- null space
- factorization method