Advances in exact Bayesian structure discovery in Bayesian networks.
Mikko KoivistoPublished in: CoRR (2012)
Keyphrases
- bayesian networks
- recent advances
- posterior probability
- bayesian network structure
- causal discovery
- discovery process
- conditional independence
- artificial intelligence
- structure learning algorithm
- structural information
- tree structure
- data mining
- probabilistic inference
- graph structure
- hidden variables
- approximate inference
- probabilistic reasoning
- maximum likelihood
- graphical models
- probabilistic model