A Characterization of Bayesian Network Structures and its Application to Leaming.
James I. G. ForbesPublished in: AISTATS (1997)
Keyphrases
- bayesian network structures
- equivalence classes
- learning bayesian networks
- bayesian networks
- learning bayesian networks from data
- directed acyclic graph
- structure learning
- bayesian network structures from data
- bayesian network structure
- least squares
- graphical models
- incomplete data
- conditional independence
- scoring function
- marginal likelihood