Towards desirable decision boundary by Moderate-Margin Adversarial Training.
Xiaoyu LiangYaguan QianJianchang HuangXiang LingBin WangChunming WuWassim SwailehPublished in: Pattern Recognit. Lett. (2023)
Keyphrases
- decision boundary
- training samples
- training set
- pattern classification
- data points
- nearest neighbor
- support vector machine
- hyperplane
- training examples
- linear classifiers
- test set
- hinge loss
- class distribution
- data distribution
- training data
- supervised learning
- kernel function
- class labels
- support vector
- cross validation
- unlabeled data
- base classifiers
- support vectors
- learning algorithm
- machine learning
- svm classifier
- feature space
- training process