Fast and Scalable Adversarial Training of Kernel SVM via Doubly Stochastic Gradients.
Huimin WuZhengmian HuBin GuPublished in: AAAI (2021)
Keyphrases
- doubly stochastic
- support vector
- kernel function
- linear svm
- kernel methods
- standard svm
- training process
- feature space
- training set
- svm training
- support vector machine svm
- kernel machines
- feature vectors
- multi class
- training examples
- svm classifier
- training data
- support vectors
- multiple kernel learning
- machine learning
- training samples
- support vector machine
- poisson process
- knn
- weight matrix
- reproducing kernel hilbert space
- multiresolution
- image processing