Safe Element Screening for Submodular Function Minimization

Weizhong Zhang, Bin Hong, Lin Ma, Wei Liu, Tong Zhang

Abstract: Submodular functions are discrete analogs of convex functions, which have applications in various fields, including machine learning and computer vision. However, in large-scale applications, solvi...