Generative Structure Learning for Markov Logic Networks.
Quang-Thang DinhMatthieu ExbrayatChristel VrainPublished in: STAIRS (2010)
Keyphrases
- markov logic networks
- structure learning
- graphical models
- bayesian networks
- statistical relational learning
- conditional independence
- parameter learning
- transfer learning
- parameter estimation
- markov networks
- prior knowledge
- random variables
- probabilistic inference
- exact inference
- sample size
- probabilistic reasoning
- machine learning
- probabilistic graphical models
- probability distribution
- feature selection