Conditional Variational Inference with Adaptive Truncation for Bayesian Nonparametric Models.
Jones Yirui LiuXinghao QiaoPublished in: CoRR (2020)
Keyphrases
- variational inference
- bayesian nonparametric
- bayesian inference
- probabilistic model
- gaussian process
- variational methods
- probabilistic graphical models
- exponential family
- topic models
- closed form
- latent dirichlet allocation
- posterior distribution
- mixture model
- hierarchical dirichlet process
- factor graphs
- statistical models
- inverse reinforcement learning
- approximate inference
- exact inference
- model selection
- graphical models
- bayesian networks
- latent variables
- belief propagation
- machine learning
- gaussian processes
- markov networks
- prior knowledge