Global and Quadratic Convergence of Newton Hard-Thresholding Pursuit

Shenglong Zhou, Naihua Xiu, Hou-Duo Qi

Algorithms based on the hard thresholding principle have been well studied with sounding theoretical guarantees in the compressed sensing and more general sparsity-constrained opti…