Stability Bounds for the Unfolded Forward-Backward Algorithm

Emilie Chouzenoux, Cecile Della Valle, Jean-Christophe Pesquet

We consider a neural network architecture designed to solve inverse problems where the degradation operator is linear and known. This architecture is constructed by unrolling a for…