Improving Structure MCMC for Bayesian Networks through Markov Blanket Resampling.
Chengwei SuMark E. BorsukPublished in: J. Mach. Learn. Res. (2016)
Keyphrases
- markov blanket
- bayesian networks
- bayesian network structure
- structure learning algorithm
- approximate inference
- structure learning
- conditional independence
- posterior probability
- causal discovery
- graphical models
- feature selection
- conditional probabilities
- hidden variables
- causal relationships
- support vector
- high dimensional
- bayesian network classifiers
- exact inference
- causal models
- network structure
- random variables