Circular Belief Propagation for Approximate Probabilistic Inference.
Vincent BouttierRenaud JardriSophie DenèvePublished in: CoRR (2024)
Keyphrases
- probabilistic inference
- belief propagation
- graphical models
- message passing
- approximate inference
- junction tree
- belief networks
- probabilistic graphical models
- generalized belief propagation
- loopy belief propagation
- random variables
- markov networks
- factor graphs
- stereo matching
- bayesian networks
- probabilistic model
- influence diagrams
- markov random field
- exact inference
- graph cuts
- free energy
- pairwise
- partition function
- conditional random fields
- fixed point
- energy function