Improved Local Search in Bayesian Networks Structure Learning.
Mauro ScanagattaGiorgio CoraniMarco ZaffalonPublished in: AMBN (2017)
Keyphrases
- structure learning
- bayesian networks
- learning bayesian networks
- graphical models
- conditional independence
- parameter learning
- bayesian network classifiers
- bayesian network structure learning
- markov logic networks
- bayesian network structures
- posterior probability
- structure learning algorithm
- parameter estimation
- structure and parameter learning
- probabilistic reasoning
- markov networks
- probabilistic inference
- incomplete data
- conditional probabilities
- probability distribution
- transfer learning
- machine learning
- probabilistic model
- bayesian network structure
- markov blanket
- random variables
- dynamic bayesian networks
- network structure
- continuous variables
- belief propagation
- search space
- hill climbing
- conditional random fields
- prior knowledge