Discriminative Learning of Bayesian Networks via Factorized Conditional Log-Likelihood.
Alexandra M. CarvalhoTeemu RoosArlindo L. OliveiraPetri MyllymäkiPublished in: J. Mach. Learn. Res. (2011)
Keyphrases
- discriminative learning
- bayesian networks
- bayesian network classifiers
- generative model
- weakly supervised
- probabilistic model
- structured prediction
- maximum margin
- structure learning
- probability distribution
- object categories
- highly efficient
- graphical models
- pairwise constraints
- image set
- hidden variables
- markov networks
- posterior probability
- random variables
- naive bayes
- probabilistic inference
- machine learning
- expectation maximization
- object detection
- information extraction