Concise Derivation of Complex Bayesian Approximate Message Passing via Expectation Propagation.
Xiangming MengSheng WuLinling KuangJianhua LuPublished in: CoRR (2015)
Keyphrases
- expectation propagation
- approximate inference
- message passing
- belief propagation
- dynamic bayesian networks
- inference in graphical models
- graphical models
- bayesian inference
- probabilistic inference
- exact inference
- gaussian process
- loopy belief propagation
- bayesian networks
- markov chain monte carlo
- distributed systems
- latent variables
- density estimation
- markov random field
- parameter estimation
- variational bayes
- image processing
- bayesian methods
- stereo matching
- conditional random fields
- probabilistic model
- junction tree
- gaussian processes
- posterior distribution
- prior knowledge
- free energy
- model selection
- high quality