Partial structure learning by subset walsh transform.
Lee A. ChristieDavid P. LonieJohn A. W. McCallPublished in: UKCI (2013)
Keyphrases
- structure learning
- graphical models
- bayesian networks
- conditional independence
- parameter learning
- markov logic networks
- transfer learning
- bayesian network structure learning
- parameter estimation
- bayesian network classifiers
- network structure
- markov blanket
- markov networks
- belief propagation
- random variables
- em algorithm
- maximum likelihood
- decision trees
- causal models
- maximum likelihood estimation
- data mining
- sample size
- probabilistic graphical models
- least squares
- training set
- structure learning algorithm