Jianhua Xu

Multi-label Lagrangian support vector machine with random block coordinate descent method

2015 · Information Sciences

When all training instances and labels are considered all together in a single optimization problem, multi-label support and core vector machines (i.e., Rank-SVM and Rank-CVM) are formulated as quadratic programming (QP) problems with equality and …