Learning without the Phase: Regularized PhaseMax Achieves Optimal Sample Complexity

Fariborz Salehi, Ehsan Abbasi, Babak Hassibi

Neural Information Processing Systems 

Ideally, one would like to recover the signal from anumber of phaseless measurements that is on the order of the "degrees of freedom" of the structuredx0.