Structure Learning for Markov Logic Networks with Many Descriptive Attributes.
Hassan KhosraviOliver SchulteTong ManXiaoyuan XuBahareh BinaPublished in: AAAI (2010)
Keyphrases
- structure learning
- markov logic networks
- bayesian networks
- graphical models
- statistical relational learning
- conditional independence
- parameter learning
- markov networks
- parameter estimation
- transfer learning
- probabilistic reasoning
- network structure
- sample size
- probabilistic graphical models
- first order logic
- belief propagation
- least squares
- probability distribution