We introduce a principal support vector machine (PSVM) approach that can be used for both linear and nonlinear sufficient dimension reduction. The basic idea is to divide the response variables into ...

J. Paul Brooks, Support Vector Machines with the Ramp Loss and the Hard Margin Loss, Operations Research, Vol. 59, No. 2 (March • April • 2011), pp. 467-479 ...