Efficient belief propagation in second-order Bayesian networks for singly-connected graphs.
Lance M. KaplanMagdalena IvanovskaPublished in: Int. J. Approx. Reason. (2018)
Keyphrases
- belief propagation
- message passing
- bayesian networks
- graphical models
- singly connected
- approximate inference
- markov networks
- markov random field
- exact inference
- graph cuts
- probabilistic inference
- belief networks
- stereo matching
- probabilistic model
- factor graphs
- loopy belief propagation
- higher order
- pairwise
- fixed point
- conditional random fields
- tree reweighted
- learning algorithm
- conditional probabilities
- random variables
- distributed systems
- similarity measure
- image segmentation