Deep Autoencoding Topic Model with Scalable Hybrid Bayesian Inference.
Hao ZhangBo ChenYulai CongDandan GuoHongwei LiuMingyuan ZhouPublished in: CoRR (2020)
Keyphrases
- bayesian inference
- topic models
- variational inference
- probabilistic model
- latent dirichlet allocation
- hierarchical bayesian
- topic modeling
- prior information
- generative model
- hyperparameters
- bayesian model
- graphical models
- latent variables
- variational bayes
- markov networks
- mixture model
- co occurrence
- text mining
- hidden variables
- gibbs sampling
- variational methods
- bayesian networks
- latent topics
- posterior distribution
- probabilistic graphical models
- conditional probabilities
- particle filter