Fast Parameter Learning for Markov Logic Networks Using Bayes Nets.
Hassan KhosraviPublished in: ILP (2012)
Keyphrases
- bayes nets
- parameter learning
- markov logic networks
- structure learning
- bayes net
- bayesian networks
- conditional independence
- probabilistic graphical models
- graphical models
- statistical relational learning
- probabilistic inference
- probabilistic reasoning
- markov networks
- parameter estimation
- random variables
- max margin
- transfer learning
- probability distribution
- causal models
- conditional probabilities
- network structure
- directed acyclic graph
- posterior probability
- distributed systems
- probabilistic model
- sample size
- maximum likelihood
- artificial intelligence
- belief propagation
- stereo matching
- generative model