Parallel Latent Dirichlet Allocation Using Vector Processors.
Zhongyuan TianHarumichi YokoyamaTakuya ArakiPublished in: HPCC/SmartCity/DSS (2019)
Keyphrases
- latent dirichlet allocation
- topic models
- shared memory
- generative model
- topic modeling
- text mining
- lda model
- topic discovery
- gibbs sampling
- latent topic models
- parallel algorithm
- variational inference
- latent topics
- variational bayesian inference
- probabilistic latent semantic analysis
- probabilistic topic models
- hierarchical dirichlet process
- data mining
- text documents
- markov random field
- dimensionality reduction
- co occurrence
- hierarchical bayesian model
- word counts
- active learning