Parallel Loopy Belief Propagation in Conditional Random Fields.
Nico PiatkowskiKatharina MorikPublished in: LWA (2011)
Keyphrases
- loopy belief propagation
- conditional random fields
- graphical models
- markov random field
- hidden markov models
- approximate inference
- probabilistic model
- random fields
- higher order
- crf model
- belief propagation
- structured prediction
- pairwise
- information extraction
- free energy
- markov networks
- parameter learning
- probabilistic graphical models
- graph cuts
- exact inference
- segmentation method
- generative model
- energy minimization
- partition function
- bayesian networks
- least squares
- distributed systems
- maximum likelihood
- maximum a posteriori
- monte carlo