An iterative algorithm for the square-root Lasso

Patrizia Boccacci, Christine De Mol, Ignace Loris

In the framework of sparsity-enforcing regularisation for linear inverse problems, we consider the minimisation of a square-root Lasso cost function. To solve this problem we devis…