The Most Generative Maximum Margin Bayesian Networks.
Robert PeharzSebastian TschiatschekFranz PernkopfPublished in: ICML (3) (2013)
Keyphrases
- maximum margin
- bayesian networks
- markov networks
- discriminative learning
- bayesian network classifiers
- conditional likelihood
- graphical models
- generative model
- structured prediction
- probabilistic model
- hyperplane
- support vector
- maximum likelihood
- structure learning
- learning algorithm
- pattern classification
- hidden variables
- conditional probabilities
- first order logic
- belief propagation
- support vector machine
- posterior probability
- random variables
- conditional random fields
- bayesian inference
- multi task
- probability distribution
- inductive logic programming
- high order
- multiple kernel learning
- markov random field
- higher order
- naive bayes