The method is then generalized to nonlinear sufficient dimension reduction using the reproducing kernel Hubert space. In that context, the aligned normal vectors become functions and it is proved that ...

The support vector machine (SVM) is known for its good performance in two-class classification, but its extension to multiclass classification is still an ongoing research issue. In this article, we ...