Feature uncertainty bounding schemes for large robust nonlinear SVM classifiers

Nicolas Couellan, Sophie Jan

We consider the binary classification problem when data are large and subject to unknown but bounded uncertainties. We address the problem by formulating the nonlinear support vect…