A Simple Insight into Iterative Belief Propagation's Success.
Rina DechterRobert MateescuPublished in: UAI (2003)
Keyphrases
- belief propagation
- graphical models
- message passing
- graph cuts
- markov random field
- stereo matching
- approximate inference
- energy minimization
- fixed point
- markov networks
- free energy
- loopy belief propagation
- factor graphs
- belief networks
- pairwise
- gaussian graphical models
- statistical physics
- generalized belief propagation
- probabilistic model
- probabilistic inference
- energy function
- parameter estimation
- model selection
- sufficient conditions
- higher order