Large Scale Kernel Methods for Online AUC Maximization.
Yi DingChenghao LiuPeilin ZhaoSteven C. H. HoiPublished in: ICDM (2017)
Keyphrases
- kernel methods
- learning problems
- kernel function
- kernel based clustering
- support vector
- machine learning
- feature space
- learning tasks
- real world
- reproducing kernel hilbert space
- support vector machine
- kernel matrix
- learning frameworks
- kernel pca
- objective function
- kernel ridge regression
- logistic regression
- feature selection
- learning algorithm
- kernel matrices
- kernel trick
- model selection
- multiple kernel
- decision trees
- graph kernels
- classification accuracy
- distance measure