Section: New Results

An epigraphical approach to the representer theorem

Duval, Vincent. In [22] : Describing the solutions of inverse problems arising in signal or image processing is an important issue both for theoretical and numerical purposes. In [22], we have proposed a principle which describes the solutions to convex variational problems involving a finite number of measurements. We discuss its optimality on various problems concerning the recovery of Radon measures.