Strategy Changes in Causal Structure Learning: The Role of Task Complexity.
Motoyuki SaitoTsuneo ShimazakiPublished in: CogSci (2012)
Keyphrases
- structure learning
- bayesian networks
- markov blanket
- graphical models
- bayesian network structure learning
- markov logic networks
- conditional independence
- parameter estimation
- bayesian network classifiers
- parameter learning
- transfer learning
- network structure
- computational complexity
- causal graph
- markov networks
- sample size
- conditional independence tests
- random variables
- maximum likelihood
- higher order
- worst case
- probabilistic model