Stochastic margin-based structure learning of Bayesian network classifiers.
Franz PernkopfMichael WohlmayrPublished in: Pattern Recognit. (2013)
Keyphrases
- bayesian network classifiers
- structure learning
- bayesian networks
- graphical models
- discriminative learning
- parameter learning
- conditional independence
- transfer learning
- multi class
- markov networks
- parameter estimation
- network structure
- sample size
- belief propagation
- continuous variables
- generative model
- pairwise
- generalization error
- probabilistic model
- higher order
- training data