A Metric Learning Method for Improving Neural Network Based Kernel Learning for SVM.
Peifeng LiangXueqin YaoJinglu HuPublished in: SMC (2018)
Keyphrases
- metric learning
- distance metric
- kernel learning
- support vector machine svm
- machine learning
- support vector machine
- semi definite programming
- distance metric learning
- multiple kernel learning
- dimensionality reduction
- kernel matrix
- pairwise
- linear transformation
- knn
- multi class
- semi supervised
- classification accuracy
- feature vectors
- kernel methods
- learning tasks
- high dimensional
- pairwise constraints
- support vector
- feature extraction
- neural network