Training Support Vector Machines Using Frank-Wolfe Optimization Methods

Emanuele Frandi, Ricardo Nanculef, Maria Grazia Gasparo +2

Training a Support Vector Machine (SVM) requires the solution of a quadratic programming problem (QP) whose computational complexity becomes prohibitively expensive for large scale…