Non-convex regularization of bilinear and quadratic inverse problems by tensorial lifting

Robert Beinert, Kristian Bredies

Considering the question: how non-linear may a non-linear operator be in order to extend the linear regularization theory, we introduce the class of dilinear mappings, which covers…