Learning the structure of Markov logic networks.
Stanley KokPedro M. DomingosPublished in: ICML (2005)
Keyphrases
- markov logic networks
- bayes net
- structure learning
- graphical models
- first order logic
- expert systems
- statistical relational learning
- probabilistic graphical models
- efficient learning
- learning algorithm
- hidden variables
- markov networks
- statistical learning
- probabilistic reasoning
- learning problems
- background knowledge
- supervised learning
- multi class
- artificial intelligence