Global convergence of gradient descent for phase retrieval

Fougereux, Théodore, Josz, Cédric, Li, Xiaopeng

arXiv.org Artificial Intelligence 

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.