Parallel latent semantic analysis using a graphics processing unit.
Joseph M. CavanaghThomas E. PotokXiaohui CuiPublished in: GECCO (Companion) (2009)
Keyphrases
- latent semantic analysis
- graphics processing units
- general purpose
- parallel programming
- parallel computation
- parallel computing
- co occurrence
- parallel processing
- parallel implementation
- compute unified device architecture
- gpu implementation
- massively parallel
- graphics hardware
- computing systems
- real time
- latent semantic indexing
- shared memory
- information retrieval
- text summarization
- singular value decomposition
- latent dirichlet allocation
- floating point
- high performance computing
- parallel algorithm
- tf idf
- topic modeling
- document clustering
- efficient implementation
- parallel machines
- message passing
- visual words
- knowledge discovery
- machine learning