Metric based Gaussian kernel learning for classification.
Zhenyu GuoZ. Jane WangPublished in: ICASSP (2013)
Keyphrases
- kernel learning
- multiple kernel learning
- metric learning
- classification accuracy
- support vector
- distance metric
- kernel function
- support vector machine svm
- support vector regression
- kernel matrix
- semi supervised
- learning tasks
- kernel methods
- classification models
- machine learning
- image classification
- feature space
- pattern recognition
- generalization ability
- feature extraction
- feature vectors
- distance function
- training set
- training samples
- pattern classification
- cross validation
- machine learning algorithms
- unsupervised learning
- text classification
- nearest neighbor
- support vector machine
- decision trees
- feature selection