One-Pass Learning Algorithm for Fast Recovery of Bayesian Network.
Shunkai FuMichel C. DesmaraisFan LiPublished in: FLAIRS Conference (2008)
Keyphrases
- learning algorithm
- bayesian networks
- augmented naive bayes
- training data
- probabilistic inference
- machine learning algorithms
- learning bayesian networks
- machine learning
- back propagation
- bayesian network inference
- supervised learning
- graphical models
- probabilistic model
- bayesian network structures
- approximate inference
- generalization ability
- uncertain knowledge
- probabilistic reasoning
- structure learning
- learning rate
- conditional probabilities
- learning tasks
- random variables
- training samples
- learning problems
- naive bayes
- learning scheme
- causal relationships
- sample complexity
- unlabeled data
- text classification
- bayesian network structure
- probability distribution
- recovery algorithm
- active learning
- learning process
- decision trees