GLDA: Parallel Gibbs Sampling for Latent Dirichlet Allocation on GPU.
Pei XueTao LiKezhao ZhaoQiankun DongWenjing MaPublished in: ACA (2016)
Keyphrases
- latent dirichlet allocation
- gibbs sampling
- terms of classification accuracy
- topic models
- collapsed gibbs sampling
- generative model
- lda model
- topic modeling
- hierarchical bayesian
- variational inference
- em algorithm
- text mining
- markov chain
- least squares
- support vector
- belief networks
- decision trees
- bayesian networks
- exact inference
- knowledge discovery
- latent variables
- parameter estimation
- model selection
- dimensionality reduction