Parallelization of SVD of a Matrix-Systolic Approach.
Halil SnopceIlir SpahiuPublished in: IMCSIT (2010)
Keyphrases
- singular value decomposition
- singular values
- low rank
- least squares
- singular vectors
- factorization method
- data matrix
- parallel processing
- low rank approximation
- dimensionality reduction
- shared memory
- matrix decomposition
- principal component analysis
- linear algebra
- dimension reduction
- latent semantic indexing
- data sets
- positive definite
- markov chain
- sparse matrix
- correlation matrix
- case study
- website