An error bound for L1-norm support vector machine coefficients in ultra-high dimension
PengBo, WangLan, WuYichao · Journal of Machine Learning Research · 2016
Comparing with the standard L2-norm support vector machine (SVM), the L1-norm SVM enjoys the nice property of simultaneously preforming classification and feature selection. In this paper, we inves...