Generalized ordering-search for learning directed probabilistic logical models.
Jan RamonTom CroonenborghsDaan FierensHendrik BlockeelMaurice BruynooghePublished in: Mach. Learn. (2008)
Keyphrases
- learning problems
- learning algorithm
- probabilistic model
- reinforcement learning
- accurate models
- learning process
- learning systems
- bayesian networks
- inductive inference
- learning models
- background knowledge
- search space
- learning tasks
- knowledge acquisition
- hidden variables
- supervised learning
- machine learning algorithms
- model selection
- learning rules
- markov logic networks
- relational models
- bayes nets
- bayes rule