High-Dimensional Penalized Bernstein Support Vector Machines

Rachid Kharoubi, Abdallah Mkhadri, Karim Oualkacha

The support vector machines (SVM) is a powerful classifier used for binary classification to improve the prediction accuracy. However, the non-differentiability of the SVM hinge lo…