Online Adaptive Kernel Learning with Random Features for Large-scale Nonlinear Classification.
Yingying ChenXiaowei YangPublished in: Pattern Recognit. (2022)
Keyphrases
- kernel learning
- multiple kernel learning
- classification accuracy
- feature vectors
- feature extraction
- feature set
- feature space
- classification models
- kernel function
- pattern recognition
- svm classifier
- image classification
- machine learning
- semi supervised
- supervised learning
- svm classification
- text classification
- kernel matrix
- support vector regression
- learning tasks
- pattern classification
- decision trees
- kernel methods
- support vector
- feature subset
- multi task
- multiple features
- cross validation
- training examples
- training data
- high dimensional feature space