CATVI: Conditional and Adaptively Truncated Variational Inference for Hierarchical Bayesian Nonparametric Models.
Jones Yirui LiuXinghao QiaoJessica LamPublished in: AISTATS (2022)
Keyphrases
- variational inference
- bayesian nonparametric
- bayesian inference
- probabilistic model
- variational methods
- topic models
- gaussian process
- mixture model
- latent dirichlet allocation
- posterior distribution
- probabilistic graphical models
- closed form
- hierarchical dirichlet process
- exponential family
- exact inference
- inverse reinforcement learning
- dirichlet process
- approximate inference
- parameter estimation
- factor graphs
- generative model
- maximum likelihood
- graphical models
- probability distribution
- belief propagation
- latent topics
- unsupervised learning
- latent variables