Data-Driven Pinball-Loss Selection for Vertically Distributed Elastic-Net SVMs

Xiaofei Wu, Kai Qi, Rongmei Liang

The pinball-loss support vector machine is robust, but its asymmetry parameter is usually fixed in advance. We propose a data-driven elastic-net support vector machine that learns…