Accelerated Training of Max-Margin Markov Networks with Kernels.
Xinhua ZhangAnkan SahaS. V. N. VishwanathanPublished in: ALT (2011)
Keyphrases
- markov networks
- max margin
- structured prediction
- maximum margin
- graphical models
- maximum likelihood
- first order logic
- belief propagation
- conditional random fields
- bayesian inference
- probabilistic model
- bayesian networks
- structure learning
- document classification
- hidden variables
- maximum entropy discrimination
- training set
- support vector
- conditional probabilities
- inductive logic programming
- kernel function
- markov random field
- multiple kernel learning
- posterior probability
- supervised learning
- kernel methods
- feature space
- efficient learning
- latent variables
- maximum a posteriori
- multi class
- random variables
- machine learning