Avoiding strict saddle points of nonconvex regularized problems

Luwei Bai, Yaohua Hu, Hao Wang +1

In this paper, we consider a class of non-convex and non-smooth sparse optimization problems, which encompass most existing nonconvex sparsity-inducing terms. We show the second-or…