Infinite SVM: a Dirichlet Process Mixture of Large-margin Kernel Machines.
Jun ZhuNing ChenEric P. XingPublished in: ICML (2011)
Keyphrases
- kernel machines
- support vector
- dirichlet process mixture
- hierarchical bayesian
- kernel function
- support vector machine
- learning machines
- hyperplane
- cross validation
- markov random field
- semi supervised
- multiple kernel learning
- kernel methods
- maximum margin
- support vectors
- learning algorithm
- loss function
- feature selection
- svm classifier
- binary classification
- labeled data
- hyperparameters
- reproducing kernel hilbert space
- machine learning
- support vector machine svm
- special case
- input space
- training data