Bayesian structure discovery in Bayesian networks with less space.
Pekka ParviainenMikko KoivistoPublished in: AISTATS (2010)
Keyphrases
- bayesian networks
- bayesian network structure
- conditional independencies
- causal discovery
- neural network
- structure learning algorithm
- probabilistic inference
- expert knowledge
- posterior probability
- low dimensional
- data mining
- data sets
- knowledge discovery
- naive bayes
- vector space
- network structure
- structural information
- probability distribution
- high dimensional
- decision trees
- hidden variables
- conditional independence
- feature selection
- learning algorithm