1 citations · 2 across the 6 of their papers we have counts for
4 papers · 1 filter
A VMiPG method for composite optimization with nonsmooth term having no closed-form proximal mapping
Taiwei Zhang, Shaohua Pan, Ruyu Liu
This paper concerns the minimization of the sum of a twice continuously differentiable function and a nonsmooth convex function without closed-form proximal mapping. For th…
A relaxation method for binary optimizations on constrained Stiefel manifold
Lianghai Xiao, Yitian Qian, Shaohua Pan
This paper focuses on a class of binary orthogonal optimization problems frequently arising in semantic hashing. Consider that this class of problems may have an empty feasible set…
Computing one-bit compressive sensing via zero-norm regularized DC loss model and its surrogate
Kai Chen, Ling Liang, Shaohua Pan
One-bit compressed sensing is very popular in signal processing and communications due to its low storage costs and low hardware complexity, but it is a challenging task to recover…
An inexact LPA for DC composite optimization and application to matrix completions with outliers
Ting Tao, Ruyu Liu, Shaohua Pan
This paper concerns a class of DC composite optimization problems which, as an extension of convex composite optimization problems and DC programs with nonsmooth components, often…