Multi-class kernel margin maximization for kernel learning.
Yanguo ZhaoMiaomiao LiRonald ChungZhan SongPublished in: Neurocomputing (2016)
Keyphrases
- multi class
- kernel learning
- kernel function
- support vector machine
- kernel matrix
- multiple kernel learning
- metric learning
- kernel methods
- binary classification
- support vector regression
- feature selection
- multi task
- pairwise
- semi supervised
- kernel machines
- dimensionality reduction
- object detection
- multi task learning
- learning tasks
- pairwise constraints
- distance metric
- support vector
- feature space
- linear classifiers
- svm classifier
- high dimensional
- semi supervised learning
- data sets
- support vectors
- multiple instance learning
- active learning
- input space