Comparing Hierarchical Markov Networks and Multiply Sectioned Bayesian Networks.
Cory J. ButzH. GengPublished in: ISMIS (2003)
Keyphrases
- markov networks
- multiply sectioned bayesian networks
- bayesian networks
- graphical models
- maximum likelihood
- belief propagation
- first order logic
- probabilistic graphical models
- probabilistic model
- hidden variables
- maximum margin
- markov random field
- structured prediction
- bayesian inference
- markov logic networks
- conditional random fields
- posterior probability
- structure learning
- document classification
- conditional probabilities
- inductive logic programming
- feature selection
- parameter estimation
- image segmentation
- decision trees
- message passing
- computational complexity
- random variables
- generative model
- probability distribution