Phase retrieval via overparametrized nonconvex optimization: nonsmooth amplitude loss landscapes

Andrew D. McRae

We study nonconvex optimization for phase retrieval and the more general problem of semidefinite low-rank matrix sensing; in particular, we focus on the global nonconvex landscape…