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HowManySamplesisaGoodInitialPointWorthin Low-rankMatrixRecovery?

Neural Information Processing Systems

As a consequence, these global guarantees tend to be pessimistic, because the number of samples must be sufficiently large to eliminate spurious local minima everywhere, even at adversarial locations.