Using Large Ensembles of Control Variates for Variational Inference.
Tomas GeffnerJustin DomkePublished in: NeurIPS (2018)
Keyphrases
- variational inference
- bayesian inference
- probabilistic model
- posterior distribution
- gaussian process
- latent dirichlet allocation
- probabilistic graphical models
- topic models
- mixture model
- closed form
- graphical models
- probability distribution
- latent variables
- multiscale
- approximate inference
- variational methods
- exact inference
- optical flow
- exponential family
- prior knowledge