Kernel methods with asymmetric and robust loss function.
Yingjie TianXiaoxi ZhaoSaiji FuPublished in: Expert Syst. Appl. (2023)
Keyphrases
- loss function
- kernel methods
- support vector
- reproducing kernel hilbert space
- kernel function
- pairwise
- feature space
- kernel matrix
- machine learning
- learning problems
- learning tasks
- gaussian kernels
- binary classification
- kernel pca
- cross validation
- boosting algorithms
- support vector machine
- gaussian kernel
- classification accuracy
- stochastic gradient descent
- gradient boosting