Iterative Thresholding Pursuit with Continuation for ${\ell }_{1-2}$-Regularized Sparse Recovery

Junxi Wu, Zeyu Dong, Jun-Feng Yin

Sparse recovery aims to reconstruct sparse signals from underdetermined and possibly noisy linear measurements. Existing ${\ell }_{1-2}$ iterative thresholding schemes are first-order…