An efficient Hessian based algorithm for solving large-scale sparse group Lasso problems

Yangjing Zhang, Ning Zhang, Defeng Sun +1

The sparse group Lasso is a widely used statistical model which encourages the sparsity both on a group and within the group level. In this paper, we develop an efficient augmented…