MKL-$L_{0/1}$-SVM

no code implementations • 23 Aug 2023 • Bin Zhu, Yijie Shi

This paper presents a Multiple Kernel Learning (abbreviated as MKL) framework for the Support Vector Machine (SVM) with the $(0, 1)$ loss function.

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

no code implementations • 8 Mar 2023 • 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.