Parallel Latent Dirichlet Allocation on GPUs.
Gordon Euhyun MoonIsrat NisaAravind Sukumaran-RajamBortik BandyopadhyaySrinivasan ParthasarathyP. SadayappanPublished in: ICCS (2) (2018)
Keyphrases
- latent dirichlet allocation
- topic models
- parallel programming
- parallel processing
- topic modeling
- generative model
- text mining
- topic discovery
- lda model
- variational bayesian inference
- latent topics
- graphics processing units
- variational inference
- gibbs sampling
- probabilistic latent semantic analysis
- probabilistic topic models
- latent topic models
- word counts
- dimensionality reduction
- latent topic model
- probabilistic model
- co occurrence
- information retrieval
- latent variables
- text documents