Stochastic collapsed variational Bayesian inference for biterm topic model.
Narutaka AwayaJun KitazonoToshiaki OmoriSeiichi OzawaPublished in: IJCNN (2016)
Keyphrases
- collapsed gibbs sampling
- topic models
- variational bayesian inference
- latent dirichlet allocation
- topic modeling
- gibbs sampling
- variational inference
- co occurrence
- text mining
- probabilistic model
- approximate inference
- text documents
- latent variables
- latent topics
- generative model
- monte carlo
- data analysis
- parameter estimation
- hidden markov models