Variational inference with continuously-indexed normalizing flows.
Anthony L. CateriniRobert CornishDino SejdinovicArnaud DoucetPublished in: UAI (2021)
Keyphrases
- variational inference
- bayesian inference
- topic models
- posterior distribution
- latent dirichlet allocation
- mixture model
- variational methods
- gaussian process
- probabilistic model
- probabilistic graphical models
- closed form
- approximate inference
- exact inference
- factor graphs
- graphical models
- exponential family
- maximum likelihood
- posterior probability
- probabilistic inference
- information retrieval
- conditional random fields
- regression model
- generative model
- natural language processing
- prior knowledge
- image segmentation