Exact Bayesian structure learning from uncertain interventions.
Daniel EatonKevin P. MurphyPublished in: AISTATS (2007)
Keyphrases
- structure learning
- bayesian networks
- graphical models
- conditional independence
- parameter learning
- bayesian network structures
- markov logic networks
- bayesian network structure learning
- posterior probability
- markov networks
- parameter estimation
- bayesian network classifiers
- maximum likelihood
- structure learning algorithm
- transfer learning
- markov blanket
- network structure
- probabilistic reasoning
- probability distribution
- probabilistic model
- bayesian inference
- approximate inference
- machine learning
- conditional probabilities