Context-Specific Independence in Bayesian Networks
Craig BoutilierNir FriedmanMoisés GoldszmidtDaphne KollerPublished in: CoRR (2013)
Keyphrases
- context specific independence
- bayesian networks
- probabilistic inference
- probabilistic model
- conditional probability tables
- graphical models
- probability distribution
- domain knowledge
- conditional independencies
- structure learning
- bayesian network inference
- conditional probabilities
- expert knowledge
- parameter learning
- exact inference
- random variables
- incomplete data
- conditional independence
- naive bayes models
- knowledge engineering
- bayesian belief networks
- approximate inference
- generative model
- graph cuts
- pairwise