An Edge Deletion Semantics for Belief Propagation and its Practical Impact on Approximation Quality.
Arthur ChoiAdnan DarwichePublished in: AAAI (2006)
Keyphrases
- belief propagation
- graphical models
- message passing
- free energy
- generalized belief propagation
- markov random field
- graph cuts
- stereo matching
- approximate inference
- partition function
- factor graphs
- markov networks
- loopy belief propagation
- fixed point
- statistical physics
- probabilistic inference
- energy function
- energy minimization
- high quality
- closed form
- parameter estimation
- distributed systems
- pairwise
- belief networks
- matching algorithm
- probabilistic model
- max product
- bayesian networks