The DLR Hierarchy of Approximate Inference.
Michal Rosen-ZviMichael I. JordanAlan L. YuillePublished in: UAI (2005)
Keyphrases
- approximate inference
- graphical models
- belief propagation
- probabilistic inference
- exact inference
- message passing
- parameter estimation
- variational methods
- gaussian process
- bayesian networks
- dynamic bayesian networks
- latent variables
- conditional random fields
- loopy belief propagation
- factor graphs
- expectation propagation
- free energy
- random variables
- structured prediction
- high quality
- graph cuts
- maximum likelihood
- probability distribution
- active learning
- pairwise
- generalized belief propagation