Rational Optimization for Nonlinear Reconstruction with Approximate ${\ell }_0$ Penalization

Marc Castella, Jean-Christophe Pesquet, Arthur Marmin

Recovering nonlinearly degraded signal in the presence of noise is a challenging problem. In this work, this problem is tackled by minimizing the sum of a non convex least-squares…