A Novel Learning Algorithm for Bayesian Network and Its Efficient Implementation on GPU
Yu WangWeikang QianShuchang ZhangBo YuanPublished in: CoRR (2012)
Keyphrases
- efficient implementation
- learning algorithm
- bayesian networks
- graphics processing units
- augmented naive bayes
- highly parallel
- training data
- machine learning algorithms
- real time
- graphical models
- hardware implementation
- probabilistic inference
- learning bayesian networks
- supervised learning
- parallel implementation
- active set
- efficient processing
- incomplete data
- probabilistic model
- parallel processing
- naive bayes
- bayesian network inference
- reinforcement learning
- parallel architectures
- machine learning
- structure learning
- graphics hardware
- conditional probabilities
- block matching motion estimation
- bayesian network structures
- active learning
- conditional independence
- back propagation
- map reduce
- bayesian network classifiers
- parallel computation
- pairwise
- least squares
- parallel computing
- generative model