A Scoring Function for Learning Bayesian Networks based on Mutual Information and Conditional Independence Tests.
Luis M. de CamposPublished in: J. Mach. Learn. Res. (2006)
Keyphrases
- scoring function
- learning bayesian networks
- structure learning
- bayesian networks
- conditional independence
- graphical models
- similarity measure
- parameter estimation
- transfer learning
- bayesian network structures
- markov networks
- network structure
- random variables
- sample size
- maximum likelihood estimation
- least squares
- social networks
- information retrieval
- worst case
- probabilistic model