Deep Autoencoding Topic Model With Scalable Hybrid Bayesian Inference.
Hao ZhangBo ChenYulai CongDandan GuoHongwei LiuMingyuan ZhouPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2021)
Keyphrases
- bayesian inference
- topic models
- variational inference
- probabilistic model
- latent dirichlet allocation
- topic modeling
- hierarchical bayesian
- hyperparameters
- generative model
- bayesian model
- latent variables
- prior information
- variational bayes
- latent topics
- graphical models
- hidden variables
- particle filter
- co occurrence
- gibbs sampling
- markov networks
- conditional probabilities
- text mining
- markov chain monte carlo
- bayesian networks
- probabilistic topic models
- posterior distribution
- conditional random fields
- active learning
- reinforcement learning