Structure learning and the Occam's razor principle: a new view of human function acquisition.
Devika NarainJeroen B. J. SmeetsPascal MamassianEli BrennerRobert J. van BeersPublished in: Frontiers Comput. Neurosci. (2014)
Keyphrases
- structure learning
- bayesian networks
- graphical models
- markov logic networks
- parameter learning
- conditional independence
- transfer learning
- bayesian network structure learning
- bayesian network classifiers
- least squares
- parameter estimation
- probabilistic model
- structure learning algorithm
- sample size
- first order logic
- probability distribution
- maximum likelihood estimation
- hidden markov models
- pairwise
- training set
- markov blanket
- machine learning