Using Markov Blankets for Causal Structure Learning.
Jean-Philippe PelletAndré ElisseeffPublished in: J. Mach. Learn. Res. (2008)
Keyphrases
- structure learning
- conditional independence
- bayesian networks
- causal models
- markov blanket
- causal discovery
- directed acyclic graph
- graphical models
- causal relationships
- parameter learning
- bayesian network classifiers
- random variables
- causal reasoning
- structure learning algorithm
- probability distribution
- causal graph
- conditional independence tests
- markov logic networks
- markov chain
- transfer learning
- parameter estimation
- hidden variables
- bayesian network structure learning
- probabilistic reasoning
- markov networks
- posterior probability
- probabilistic model