Birsen Yazici

A weakly-convex formulation for phaseless imaging

We consider the problem of reconstructing an object given magnitudes of linear measurements. We follow the `lifting' approach, but unlike previous work which use convex relaxations of the unit rank constraint, we use a weakly-convex matrix penalty. We derive a convergent algorithm and show that it i…