Stein Variational Inference for Discrete Distributions.
Jun HanFan DingXianglong LiuLorenzo TorresaniJian PengQiang LiuPublished in: CoRR (2020)
Keyphrases
- variational inference
- exponential family
- bayesian inference
- dirichlet process
- posterior distribution
- topic models
- probability distribution
- probabilistic model
- graphical models
- variational methods
- probabilistic graphical models
- latent dirichlet allocation
- mixture model
- closed form
- exact inference
- density estimation
- maximum likelihood
- gaussian process
- log likelihood
- missing values
- statistical models
- random variables
- order statistics
- machine learning
- factor graphs
- approximate inference
- parameter estimation