A Hybrid Approach for Probabilistic Relational Models Structure Learning.
Mouna Ben IshakPhilippe LerayNahla Ben AmorPublished in: IDA (2016)
Keyphrases
- structure learning
- probabilistic relational models
- bayesian networks
- graphical models
- parameter learning
- conditional independence
- markov logic networks
- relational structures
- probabilistic model
- probabilistic inference
- probabilistic reasoning
- probability distribution
- posterior probability
- markov networks
- transfer learning
- random variables
- approximate inference
- conditional probabilities
- hidden variables
- network structure
- least squares