Continuous Time Markov Networks.
Tal El-HayNir FriedmanDaphne KollerRaz KupfermanPublished in: UAI (2006)
Keyphrases
- markov networks
- graphical models
- maximum likelihood
- belief propagation
- first order logic
- probabilistic graphical models
- bayesian inference
- markov chain
- maximum margin
- bayesian networks
- hidden variables
- probabilistic model
- markov random field
- conditional random fields
- structured prediction
- inductive logic programming
- document classification
- conditional probabilities
- markov logic networks
- posterior probability
- feature selection
- maximum a posteriori
- state space
- statistical relational learning