To be published in Int. J. of Mod. Phys. EInternational audienceConfiguration mixing calculations performed in terms of the Skyrme/Gogny Energy Density Functional (EDF) rely on extending the Single-Reference energy functional into non-diagonal EDF kernels. The standard way to do so, based on an analogy with the pure Hamiltonian case and the use of the generalizedWick theorem, is responsible for the recently observed divergences and steps in Multi-Reference calculations. We summarize here the minimal solution to this problem recently proposed and applied with success to particle number restoration. Such a regularization method provides suitable corrections of pathologies for EDF depending on integer powers of the density. The specific case o...