Variational Inference with Continuously-Indexed Normalizing Flows.
Anthony L. CateriniRobert CornishDino SejdinovicArnaud DoucetPublished in: CoRR (2020)
Keyphrases
- variational inference
- bayesian inference
- posterior distribution
- gaussian process
- probabilistic model
- probabilistic graphical models
- variational methods
- topic models
- mixture model
- latent dirichlet allocation
- closed form
- exponential family
- exact inference
- factor graphs
- latent variables
- graphical models
- hyperparameters
- model selection
- approximate inference
- probability distribution
- bayesian framework
- conditional random fields
- probabilistic inference
- first order logic
- regression model
- em algorithm