Learning One-hidden-layer neural networks via Provable Gradient Descent with Random Initialization

Shuhao Xia, Yuanming Shi

Although deep learning has shown its powerful performance in many applications, the mathematical principles behind neural networks are still mysterious. In this paper, we consider…