A Bayesian hierarchical score for structure learning from related data sets.
Laura AzzimontiGiorgio CoraniMarco ScutariPublished in: Int. J. Approx. Reason. (2022)
Keyphrases
- structure learning
- bayesian networks
- data sets
- scoring function
- graphical models
- bayesian network classifiers
- parameter learning
- bayesian network structures
- markov logic networks
- parameter estimation
- bayesian network structure learning
- conditional independence
- transfer learning
- probabilistic model
- learning algorithm
- markov networks
- bayesian inference
- probabilistic reasoning
- conditional probabilities
- network structure
- random variables
- maximum likelihood
- least squares
- training data