Chi Jin

A Local Convergence Theory for Mildly Over-Parameterized Two-Layer Neural Network

2021 · arXiv (Cornell University)

While over-parameterization is widely believed to be crucial for the success of optimization for the neural networks, most existing theories on over-parameterization do not fully explain the reason -- they either work in the Neural …