A Learning Algorithm for Bayesian Networks and Its Efficient Implementation on GPUs.
Yu WangWeikang QianShuchang ZhangXiaoyao LiangBo YuanPublished in: IEEE Trans. Parallel Distributed Syst. (2016)
Keyphrases
- efficient implementation
- bayesian networks
- learning algorithm
- graphics processing units
- highly parallel
- parallel architectures
- training data
- efficient processing
- machine learning algorithms
- augmented naive bayes
- active set
- general purpose
- bayesian network structures
- learning bayesian networks
- hardware implementation
- conditional independence
- supervised learning
- reinforcement learning
- conditional probabilities
- structure learning
- probabilistic model
- naive bayes
- training examples
- probability distribution
- machine learning
- active learning
- bayesian network classifiers
- least squares
- parallel processing
- graphical models
- maximum margin
- transfer learning
- back propagation
- decision trees