Online Learning for Latent Dirichlet Allocation.
Matthew D. HoffmanDavid M. BleiFrancis R. BachPublished in: NIPS (2010)
Keyphrases
- online learning
- latent dirichlet allocation
- topic models
- generative model
- topic modeling
- lda model
- topic discovery
- variational bayesian inference
- latent topics
- text mining
- gibbs sampling
- e learning
- probabilistic latent semantic analysis
- dimensionality reduction
- probabilistic model
- variational inference
- hierarchical bayesian model
- latent topic models
- parameter estimation
- probabilistic topic models
- dimension reduction
- active learning
- bayesian networks
- machine learning