Chulhee Yun

Global optimality conditions for deep neural networks

2017 · arXiv (Cornell University)

We study the error landscape of deep linear and nonlinear neural networks with the squared error loss. Minimizing the loss of a deep linear neural network is a nonconvex problem, and despite recent progress, our …