Sparse Learning with Semi-Proximal-Based Strictly Contractive Peaceman-Rachford Splitting Method

Sen Na, Cho-Jui Hsieh

Minimizing sum of two functions under a linear constraint is what we called splitting problem. This convex optimization has wide applications in machine learning problems, such as…