A Kernel Classification Framework for Metric Learning.
Faqiang WangWangmeng ZuoLei ZhangDeyu MengDavid ZhangPublished in: IEEE Trans. Neural Networks Learn. Syst. (2015)
Keyphrases
- distance metric learning
- metric learning
- kernel learning
- multi task
- distance metric
- nearest neighbor classification
- feature space
- kernel matrix
- image classification
- machine learning and pattern recognition
- support vector
- pattern recognition
- text classification
- margin maximization
- classification accuracy
- semi supervised
- neural network
- multiple features
- feature selection
- machine learning
- sparse metric learning
- semidefinite programming
- regression problems
- distance function
- machine learning algorithms
- supervised learning
- similarity measure
- decision trees