A Collapsed Variational Bayesian Inference Algorithm for Latent Dirichlet Allocation.
Yee Whye TehDavid NewmanMax WellingPublished in: NIPS (2006)
Keyphrases
- latent dirichlet allocation
- variational bayesian inference
- collapsed gibbs sampling
- topic models
- topic modeling
- data mining
- machine learning
- face recognition
- prior knowledge
- probabilistic model
- information extraction
- natural language processing
- expectation maximization
- monte carlo
- variational inference
- bayesian analysis