An Efficient ADMM-Based Algorithm to Nonconvex Penalized Support Vector Machines

Lei Guan, Linbo Qiao, Dongsheng Li +3

Support vector machines (SVMs) with sparsity-inducing nonconvex penalties have received considerable attentions for the characteristics of automatic classification and variable sel…