Refined α-Divergence Variational Inference via Rejection Sampling.
Rahul SharmaAbhishek KumarPiyush RaiPublished in: CoRR (2019)
Keyphrases
- variational inference
- bayesian inference
- posterior distribution
- topic models
- probabilistic model
- probabilistic graphical models
- markov chain monte carlo
- gaussian process
- latent dirichlet allocation
- mixture model
- closed form
- variational methods
- exponential family
- exact inference
- approximate inference
- bayesian networks
- sampling algorithm
- random sampling
- generative model
- monte carlo
- factor graphs
- markov networks
- probability distribution
- belief propagation
- prior information
- sample size