A disagreement count scheme for inference of constrained Markov networks.
Jens GregorMichael G. ThomasonPublished in: ICGI (1996)
Keyphrases
- markov networks
- markov logic
- structured prediction
- bayesian inference
- graphical models
- collective classification
- pseudo likelihood
- markov logic networks
- probabilistic graphical models
- bayesian networks
- maximum margin
- belief propagation
- first order logic
- relational dependency networks
- entity resolution
- probabilistic inference
- statistical relational learning
- random fields
- conditional random fields
- maximum likelihood
- probabilistic model
- inductive logic programming
- exact inference
- saddle point
- structure learning
- posterior probability
- prior information
- markov random field
- belief networks
- conditional probabilities
- artificial intelligence
- bayes nets
- relational data
- feature selection
- document classification