Loopy Propagation: the Convergence Error in Markov Networks.
Janneke H. BoltPublished in: Probabilistic Graphical Models (2006)
Keyphrases
- markov networks
- belief propagation
- graphical models
- probabilistic graphical models
- markov random field
- maximum margin
- first order logic
- approximate inference
- bayesian networks
- probabilistic model
- maximum likelihood
- graph cuts
- random variables
- conditional random fields
- stereo matching
- probabilistic inference
- bayesian inference
- markov logic networks
- posterior probability
- knowledge representation
- pairwise
- conditional probabilities
- artificial intelligence
- energy function