Latent Dirichlet Allocation in Generative Adversarial Networks.
Lili PanShen ChengJian LiuYazhou RenZenglin XuPublished in: CoRR (2018)
Keyphrases
- latent dirichlet allocation
- generative model
- topic models
- lda model
- probabilistic latent semantic indexing
- topic modeling
- probabilistic topic models
- topic discovery
- gibbs sampling
- variational bayesian inference
- text mining
- probabilistic model
- bayesian framework
- mixed membership
- hierarchical bayesian model
- latent topic models
- prior knowledge
- discriminative models
- probabilistic latent semantic analysis
- variational inference
- mixture model
- discriminative learning
- latent topics
- co occurrence
- em algorithm
- pairwise
- dimensionality reduction
- maximum likelihood
- word counts
- pattern recognition
- databases