A Kernel Classification Framework for Metric Learning.
Faqiang WangWangmeng ZuoLei ZhangDeyu MengDavid ZhangPublished in: CoRR (2013)
Keyphrases
- distance metric learning
- metric learning
- kernel learning
- distance metric
- feature space
- kernel matrix
- support vector
- nearest neighbor classification
- machine learning
- multi task
- pattern recognition
- classification accuracy
- margin maximization
- feature extraction
- machine learning and pattern recognition
- multiple kernel learning
- sparse metric learning
- decision trees
- distance function
- image classification
- dimensionality reduction
- semi supervised
- feature vectors
- kernel methods
- learning tasks
- kernel function
- text classification
- semidefinite programming
- data points
- training set
- face recognition