Strategy Changes as a Function of Task Complexity in Causal Structure Learning.
Motoyuki SaitoTsuneo ShimazakiPublished in: CogSci (2011)
Keyphrases
- structure learning
- bayesian networks
- graphical models
- markov blanket
- parameter estimation
- transfer learning
- bayesian network structure learning
- conditional independence
- structure learning algorithm
- markov logic networks
- computational complexity
- bayesian network classifiers
- markov networks
- parameter learning
- probability distribution
- causal relationships
- maximum likelihood estimation
- bayesian framework
- belief propagation
- conditional random fields
- worst case
- conditional independence tests