An ADMM Solver for the MKL-$L_{0/1}$-SVM

Yijie Shi, Bin Zhu

We formulate the Multiple Kernel Learning (abbreviated as MKL) problem for the support vector machine with the infamous $(0,1)$-loss function. Some first-order optimality condition…