Improving Variational Inference with Inverse Autoregressive Flow.
Diederik P. KingmaTim SalimansMax WellingPublished in: CoRR (2016)
Keyphrases
- autoregressive
- variational inference
- bayesian inference
- non stationary
- topic models
- gaussian process
- probabilistic graphical models
- latent dirichlet allocation
- mixture model
- probabilistic model
- posterior distribution
- exponential family
- closed form
- random fields
- variational methods
- graphical models
- exact inference
- sar images
- approximate inference
- multiscale
- information retrieval
- regression model
- em algorithm
- maximum likelihood
- similarity measure
- image processing