Node Splitting: A Scheme for Generating Upper Bounds in Bayesian Networks
Arthur ChoiMark ChaviraAdnan DarwichePublished in: CoRR (2012)
Keyphrases
- upper bound
- bayesian networks
- lower bound
- upper and lower bounds
- lower and upper bounds
- worst case
- structure learning
- probabilistic inference
- expert knowledge
- branch and bound
- hidden variables
- conditional independence
- tree structure
- naive bayes
- linear programming
- learning bayesian networks
- tight bounds
- destination node
- key management scheme