Mind Change Optimal Learning of Bayes Net Structure.
Oliver SchulteWei LuoRussell GreinerPublished in: COLT (2007)
Keyphrases
- bayes net
- mind change
- efficient learning
- inductive inference
- conditional independence
- knowledge representation
- probabilistic inference
- statistical relational learning
- rule learning
- functional dependencies
- causal reasoning
- inductive logic programming
- markov logic networks
- structure learning
- graphical models
- probability distribution
- learning algorithm
- background knowledge
- relational learning
- relational databases
- bayesian networks
- artificial intelligence