Importance Weighted Hierarchical Variational Inference.
Artem SobolevDmitry P. VetrovPublished in: CoRR (2019)
Keyphrases
- variational inference
- hierarchical bayesian
- bayesian inference
- topic models
- posterior distribution
- probabilistic graphical models
- latent dirichlet allocation
- variational methods
- probabilistic model
- exact inference
- mixture model
- graphical models
- exponential family
- approximate inference
- gaussian process
- closed form
- order statistics
- latent variables
- factor graphs
- markov networks
- bayesian networks
- hyperparameters
- generative model
- bayesian framework