The DLR Hierarchy of Approximate Inference
Michal Rosen-ZviMichael I. JordanAlan L. YuillePublished in: CoRR (2012)
Keyphrases
- approximate inference
- graphical models
- probabilistic inference
- belief propagation
- latent variables
- parameter estimation
- bayesian networks
- message passing
- exact inference
- gaussian process
- variational methods
- conditional random fields
- factor graphs
- loopy belief propagation
- probabilistic model
- dynamic bayesian networks
- expectation propagation
- free energy
- generalized belief propagation
- structured prediction
- image sequences
- stereo matching
- markov random field
- graph cuts
- hidden markov models
- higher order
- image matching
- maximum likelihood