An Efficient Augmented Lagrangian Method for Support Vector Machine

Yinqiao Yan, Qingna Li

Support vector machine (SVM) has proved to be a successful approach for machine learning. Two typical SVM models are the L1-loss model for support vector classification (SVC) and $…