Parameter Choices for Sparse Regularization with the ${\ell }_1$ Norm

Qianru Liu, Rui Wang, Yuesheng Xu +1

We consider a regularization problem whose objective function consists of a convex fidelity term and a regularization term determined by the ${\ell }_1$ norm composed with a linear tr…