Iterated Support Vector Machines for Distance Metric Learning.
Wangmeng ZuoFaqiang WangDavid ZhangLiang LinYuchi HuangDeyu MengLei ZhangPublished in: CoRR (2015)
Keyphrases
- distance metric learning
- support vector
- distance metric
- metric learning
- image classification
- semi supervised
- nonlinear dimensionality reduction
- gender classification
- semidefinite programming
- svm classifier
- loss function
- preprocessing step
- feature selection
- component analysis
- kernel function
- euclidean distance
- data sets
- nearest neighbor classification
- radial basis function
- hyperplane
- distance function
- pairwise
- data points
- maximum margin
- distance measure
- support vector machine
- multi class classification
- k nearest neighbour
- kernel learning
- ls svm
- binary classification
- learning tasks
- kernel methods