Boosting Variational Inference.
Fangjian GuoXiangyu WangKai FanTamara BroderickDavid B. DunsonPublished in: CoRR (2016)
Keyphrases
- variational inference
- bayesian inference
- topic models
- posterior distribution
- probabilistic model
- latent dirichlet allocation
- variational methods
- gaussian process
- mixture model
- probabilistic graphical models
- closed form
- exponential family
- factor graphs
- machine learning
- approximate inference
- learning algorithm
- em algorithm
- message passing
- latent variables
- generative model
- hidden variables
- pairwise
- curve evolution
- missing values