A Variational Approach for Approximating Bayesian Networks by Edge Deletion.
Arthur ChoiAdnan DarwichePublished in: CoRR (2012)
Keyphrases
- bayesian networks
- conditional independence
- structure learning
- edge detection
- probabilistic model
- probability distribution
- graphical models
- conditional probabilities
- inference in bayesian networks
- bayesian network learning
- probabilistic reasoning
- expert knowledge
- edge preserving
- edge information
- probabilistic inference
- parameter learning
- multiple scales
- naive bayes
- markov blanket