Structure Learning from Related Data Sets with a Hierarchical Bayesian Score.
Laura AzzimontiGiorgio CoraniMarco ScutariPublished in: CoRR (2020)
Keyphrases
- structure learning
- hierarchical bayesian
- data sets
- graphical models
- bayesian networks
- scoring function
- conditional independence
- parameter learning
- training data
- bayesian inference
- parameter estimation
- sample size
- approximate inference
- network structure
- transfer learning
- random variables
- model selection
- least squares
- training set
- machine learning