LightLDA: Big Topic Models on Modest Compute Clusters.
Jinhui YuanFei GaoQirong HoWei DaiJinliang WeiXun ZhengEric P. XingTie-Yan LiuWei-Ying MaPublished in: CoRR (2014)
Keyphrases
- topic models
- latent dirichlet allocation
- topic modeling
- clustering algorithm
- latent topics
- co occurrence
- text documents
- latent topic models
- latent variables
- text mining
- cluster analysis
- probabilistic model
- gibbs sampling
- document clustering
- data points
- probabilistic latent semantic analysis
- databases
- text corpora
- probabilistic topic models
- hierarchical bayesian model