Approximate message passing for amplitude based optimization

Junjie Ma, Ji Xu, Arian Maleki

Abstract: We consider an $\ell_2$-regularized non-convex optimization problem for recovering signals from their noisy phaseless observations. We design and study the performance of a message passing algorith...