Local Learning Algorithm for Markov Blanket Discovery.
Shunkai FuMichel C. DesmaraisPublished in: Australian Conference on Artificial Intelligence (2007)
Keyphrases
- markov blanket
- causal discovery
- learning algorithm
- discovery process
- bayesian networks
- causal models
- structure learning
- causal relationships
- feature selection
- variable selection
- bayesian network classifiers
- probabilistic graphical models
- machine learning algorithms
- directed acyclic graph
- approximate inference
- active learning
- machine learning
- reinforcement learning
- learning process
- supervised learning
- knowledge discovery
- conditional independence
- labeled data
- graphical models
- training data
- causal graph
- parameter estimation
- unlabeled data