OCOct 13, 2024
Global convergence of gradient descent for phase retrievalThéodore Fougereux, Cédric Josz, Xiaopeng Li
We propose a tensor-based criterion for benign landscape in phase retrieval and establish boundedness of gradient trajectories. This implies that gradient descent will converge to a global minimum for almost every initial point.