Compressed Newton-direction-based Thresholding Methods for Sparse Optimization Problems

Nan Meng, Yun-Bin Zhao

Thresholding algorithms for sparse optimization problems involve two key components: search directions and thresholding strategies. In this paper, we use the compressed Newton dire…