Markov Network Structure Learning via Ensemble-of-Forests Models.
Eirini ArvanitiManfred ClaassenPublished in: UAI (2014)
Keyphrases
- markov networks
- structure learning
- markov logic networks
- graphical models
- probabilistic model
- bayesian networks
- hidden variables
- parameter learning
- conditional independence tests
- parameter estimation
- probabilistic graphical models
- maximum likelihood
- belief propagation
- first order logic
- conditional independence
- markov random field
- bayesian inference
- random variables
- model selection
- posterior probability
- network structure
- knowledge representation
- probability distribution
- training set
- natural language