MCMC-Interactive Variational Inference.
Quan ZhangHuangjie ZhengMingyuan ZhouPublished in: CoRR (2020)
Keyphrases
- variational inference
- posterior distribution
- bayesian inference
- markov chain monte carlo
- dirichlet process
- approximate inference
- probabilistic model
- topic models
- probability distribution
- latent variables
- probabilistic graphical models
- parameter estimation
- gaussian process
- mixture model
- bayesian framework
- closed form
- graphical models
- variational methods
- latent dirichlet allocation
- maximum a posteriori
- hyperparameters
- prior information
- exponential family
- posterior probability
- exact inference
- monte carlo
- factor graphs
- generative model
- markov chain
- markov random field
- gaussian distribution
- bayesian networks
- pairwise