A position paper on statistical inference techniques which integrate neural network and Bayesian network models.
William H. HsuPublished in: ICNN (1997)
Keyphrases
- statistical inference
- bayesian network models
- neural network
- graphical models
- model selection
- bayesian networks
- probabilistic inference
- marginal likelihood
- bayesian inference
- optimization methods
- statistical learning
- statistical methods
- machine learning
- cross validation
- rare events
- genetic algorithm
- regression model
- probabilistic model
- feature selection
- em algorithm
- dimensionality reduction
- high dimensional
- approximate inference
- nearest neighbour
- decision trees