Online kernel learning with nearly constant support vectors.
Ming LinLijun ZhangRong JinShifeng WengChangshui ZhangPublished in: Neurocomputing (2016)
Keyphrases
- support vectors
- kernel learning
- kernel matrix
- kernel function
- multiple kernel learning
- support vector
- support vector machine
- input space
- training data
- training samples
- hyperplane
- svm classifier
- decision boundary
- kernel methods
- training examples
- support vector regression
- training dataset
- high dimensional
- pattern recognition
- low rank
- ls svm
- neural network
- support vector machine svm
- learning tasks
- small number
- semi supervised
- metric learning
- active learning
- decision trees
- machine learning