Flexible Approximate Inference via Stratified Normalizing Flows.
Chris CundyStefano ErmonPublished in: UAI (2020)
Keyphrases
- approximate inference
- graphical models
- belief propagation
- probabilistic inference
- exact inference
- parameter estimation
- message passing
- variational methods
- gaussian process
- latent variables
- bayesian networks
- factor graphs
- loopy belief propagation
- expectation propagation
- conditional random fields
- dynamic bayesian networks
- probabilistic model
- information extraction
- structured prediction
- generalized belief propagation
- belief networks
- random variables
- hyperparameters
- graph cuts
- distributed systems
- three dimensional