Uncovering Critical Sets of Deep Neural Networks via Sample-Independent Critical Lifting

Leyang Zhang, Yaoyu Zhang, Tao Luo

This paper investigates the sample dependence of critical points for neural networks. We introduce a sample-independent critical lifting operator that associates a parameter of one…