Towards Parallel Large-Scale Genomic Prediction by Coupling Sparse and Dense Matrix Algebra.
Arne De ConinckDrosos KourounisFabio VerbosioOlaf SchenkBernard De BaetsSteven MaenhoutJan FostierPublished in: PDP (2015)
Keyphrases
- sparse matrix
- prediction accuracy
- coefficient matrix
- small scale
- parallel processing
- prediction model
- gene prediction
- high dimensional
- motion field estimation
- parallel implementation
- dense stereo
- high throughput
- prediction error
- shared memory
- parallel computing
- dense optical flow
- relational algebra
- eigenvalue decomposition
- escherichia coli
- linear algebra
- tensor factorization
- laplace transform
- dense motion estimation
- low rank matrix
- computer architecture
- computational methods
- low rank
- sparse coding
- spectral clustering
- singular value decomposition
- sparse representation
- query language