Accelerated Projected Gradient Method for Linear Inverse Problems with Sparsity Constraints

I. Daubechies, M. Fornasier, I. Loris

Regularization of ill-posed linear inverse problems via ${\ell }_1$ penalization has been proposed for cases where the solution is known to be (almost) sparse. One way to obtain the m…