Loopy Belief Propagation for Approximate Inference: An Empirical Study
Kevin P. MurphyYair WeissMichael I. JordanPublished in: CoRR (2013)
Keyphrases
- loopy belief propagation
- approximate inference
- graphical models
- belief propagation
- message passing
- probabilistic inference
- exact inference
- parameter estimation
- gaussian process
- bayesian networks
- variational methods
- latent variables
- factor graphs
- conditional random fields
- free energy
- markov chain monte carlo
- partition function
- dynamic bayesian networks
- probabilistic model
- markov random field
- structured prediction
- graph cuts
- conditional probabilities
- energy function
- model selection
- hidden markov models
- image processing