Iteratively Reweighted ${\ell }_1$ Approaches to Sparse Composite Regularization

Rizwan Ahmad, Philip Schniter

Motivated by the observation that a given signal $\mathbf{x}$ admits sparse representations in multiple dictionaries ${\mathbf{\Psi }}_d$ but with varying levels of sparsity across…