2018
Deep Mean Field Theory: Layerwise Variance and Width Variation as Methods to Control Gradient Explosion
ICLR 2018workshop
A recent line of work has studied the statistical properties of neural networks to great success from a {\it mean field theory} perspective, making and verifying very precise predictions of neural network behavior and test time performance. In this paper, we build upon these works to explore two me…