Singular value decomposition on GPU using CUDA.
Sheetal LahabarP. J. NarayananPublished in: IPDPS (2009)
Keyphrases
- singular value decomposition
- graphics processing units
- general purpose
- singular values
- least squares
- dimension reduction
- low rank
- latent semantic indexing
- reconstruction error
- dimensionality reduction
- singular vectors
- parallel computing
- principal component analysis
- floating point
- low rank approximation
- null space
- measurement matrix
- information retrieval