Computational approaches to non-convex, sparsity-inducing multi-penalty regularization

Zeljko Kereta, Johannes Maly, Valeriya Naumova

In this work we consider numerical efficiency and convergence rates for solvers of non-convex multi-penalty formulations when reconstructing sparse signals from noisy linear measur…