Contextual classification with functional Max-Margin Markov Networks.
Daniel MunozJames A. BagnellNicolas VandapelMartial HebertPublished in: CVPR (2009)
Keyphrases
- feature selection
- markov networks
- max margin
- maximum entropy discrimination
- maximum margin
- graphical models
- text classification
- document classification
- multi class
- support vector
- belief propagation
- support vector machine
- multi task
- structured prediction
- maximum likelihood
- first order logic
- feature space
- bayesian inference
- conditional random fields
- bayesian networks
- inductive logic programming
- probabilistic model
- multi label classification
- posterior probability
- hidden variables
- k nearest neighbor
- model selection
- markov random field
- structure learning
- multiple kernel learning
- knn
- multi label
- pattern classification
- em algorithm
- decision trees