Latent Dirichlet allocation based generative adversarial networks.
Lili PanShen ChengJian LiuPeijun TangBowen WangYazhou RenZenglin XuPublished in: Neural Networks (2020)
Keyphrases
- latent dirichlet allocation
- generative model
- lda model
- topic models
- probabilistic latent semantic indexing
- probabilistic topic models
- topic modeling
- topic discovery
- probabilistic model
- gibbs sampling
- latent topic models
- variational inference
- mixture model
- hierarchical bayesian model
- text mining
- mixed membership
- generative process
- latent topics
- probabilistic latent semantic analysis
- bayesian framework
- posterior probability
- semi supervised
- text documents
- machine learning
- variational bayesian inference
- word counts
- discriminative learning
- markov chain monte carlo
- conditional random fields
- expectation maximization
- co occurrence
- information extraction
- image segmentation