Convex Phase Retrieval without Lifting via PhaseMax

ICML 2017 Tom GoldsteinChristoph Studer

Semidefinite relaxation methods transform a variety of non-convex optimization problems into convex problems, but square the number of variables. We study a new type of convex relaxation for phase retrieval problems, called PhaseMax, that convexifies the underlying problem without lifting... (read more)

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