Fast and Scalable Adversarial Training of Kernel SVM via Doubly Stochastic Gradients.
Huimin WuZhengmian HuBin GuPublished in: CoRR (2021)
Keyphrases
- support vector
- doubly stochastic
- kernel function
- linear svm
- training set
- training process
- support vector machine svm
- kernel methods
- standard svm
- svm training
- multiple kernel learning
- training examples
- feature space
- svm classifier
- training data
- support vector machine
- kernel machines
- feature selection
- training samples
- feature vectors
- poisson process
- feature extraction
- multi class
- positive definite
- pattern recognition