Efficient Approximation of the Conditional Relative Entropy with Applications to Discriminative Learning of Bayesian Network Classifiers.
Alexandra M. CarvalhoPedro AdãoPaulo MateusPublished in: Entropy (2013)
Keyphrases
- bayesian network classifiers
- discriminative learning
- generative model
- highly efficient
- bayesian networks
- maximum margin
- structured prediction
- knn
- naive bayes
- object categories
- class imbalance
- classification accuracy
- image set
- probabilistic model
- structure learning
- weakly supervised
- pairwise constraints
- object recognition
- feature selection