Variational Inference with Normalizing Flows.
Danilo Jimenez RezendeShakir MohamedPublished in: CoRR (2015)
Keyphrases
- variational inference
- bayesian inference
- topic models
- posterior distribution
- latent dirichlet allocation
- gaussian process
- variational methods
- probabilistic graphical models
- mixture model
- probabilistic model
- closed form
- approximate inference
- exponential family
- exact inference
- factor graphs
- graphical models
- latent variables
- probabilistic inference
- hyperparameters
- parameter estimation
- conditional random fields
- density estimation
- bayesian networks
- bayesian framework
- first order logic
- generative model
- model selection
- expectation maximization
- probability distribution
- multiscale