Informative Priors for Markov Blanket Discovery.
Adam Craig PocockMikel LujánGavin BrownPublished in: AISTATS (2012)
Keyphrases
- markov blanket
- causal discovery
- bayesian networks
- discovery process
- causal models
- causal relationships
- variable selection
- structure learning
- feature selection
- bayesian network classifiers
- knowledge discovery
- probabilistic graphical models
- data mining
- conditional independence
- approximate inference
- directed acyclic graph
- causal graph
- prior information
- data sets
- regression model
- graphical models
- state space
- learning algorithm
- machine learning