Truncation-free Online Variational Inference for Bayesian Nonparametric Models.
Chong WangDavid M. BleiPublished in: NIPS (2012)
Keyphrases
- variational inference
- bayesian nonparametric
- bayesian inference
- probabilistic model
- gaussian process
- topic models
- variational methods
- latent dirichlet allocation
- probabilistic graphical models
- mixture model
- posterior distribution
- exponential family
- closed form
- dirichlet process
- hyperparameters
- graphical models
- machine learning
- latent variables
- gaussian processes
- exact inference
- inverse reinforcement learning
- hierarchical dirichlet process
- level set
- statistical models
- statistical model
- model selection