On Bayesian Network Approximation by Edge Deletion
Arthur ChoiHei ChanAdnan DarwichePublished in: CoRR (2012)
Keyphrases
- bayesian networks
- graphical models
- approximation error
- learning bayesian networks
- edge information
- edge detection
- approximation algorithms
- conditional independence
- error bounds
- relative error
- closed form
- inference in bayesian networks
- polygonal approximation
- diagnostic reasoning
- bayesian network structure
- bayesian network inference
- causal relationships
- probabilistic networks
- edge weights
- structure learning
- influence diagrams
- probabilistic inference
- edge detector
- random variables
- probabilistic model