Node Splitting: A Scheme for Generating Upper Bounds in Bayesian Networks.
Arthur ChoiMark ChaviraAdnan DarwichePublished in: UAI (2007)
Keyphrases
- upper bound
- bayesian networks
- lower bound
- upper and lower bounds
- structure learning
- worst case
- probabilistic model
- lower and upper bounds
- conditional independence
- tight bounds
- tree structure
- branch and bound algorithm
- expert knowledge
- probabilistic inference
- multiply sectioned bayesian networks
- tight upper and lower bounds