Re-Weighted ${\ell }_1$ Algorithms within the Lagrange Duality Framework: Bringing Interpretability to Weights

Matías Valdés, Marcelo Fiori

We consider an important problem in signal processing, which consists in finding the sparsest solution of a linear system $\Phi x=b$. This problem has applications in several areas, bu…