P-packSVM: Parallel Primal grAdient desCent Kernel SVM.
Zeyuan Allen ZhuWeizhu ChenGang WangChenguang ZhuZheng ChenPublished in: ICDM (2009)
Keyphrases
- support vector
- kernel function
- loss function
- kernel methods
- kernel parameters
- objective function
- rbf kernel
- svm classification
- support vector machine svm
- support vector machine
- polynomial kernels
- feature selection
- feature space
- hyperplane
- decision function
- kernel machines
- svm classifier
- kernel space
- parallel processing
- linear programming
- generalization ability
- machine learning
- kernel pca
- shared memory
- support vectors
- radial basis function
- feature vectors
- maximum margin
- multiple kernel learning
- cost function
- multi class classification
- standard svm
- svm training
- histogram intersection kernel
- gaussian kernel
- kernel learning
- error function
- kernel matrix
- learning rate
- linear program
- multi class
- high dimensional