Exploiting Bayesian Network Sensitivity Functions for Inference in Credal Networks.
Janneke H. BoltJasper De BockSilja RenooijPublished in: ECAI (2016)
Keyphrases
- bayesian networks
- credal networks
- probabilistic inference
- structure learning
- conditional independence
- inference in bayesian networks
- probability distribution
- exact inference
- graphical models
- conditional probabilities
- bayesian network inference
- independence relations
- parameter learning
- probabilistic model
- dynamic bayesian networks
- incomplete data
- causal relationships
- influence diagrams
- hidden variables
- maximum entropy