$\alpha$-Stable convergence of heavy-tailed infinitely-wide neural networks

Paul Jung, Hoil Lee, Jiho Lee +1

We consider infinitely-wide multi-layer perceptrons (MLPs) which are limits of standard deep feed-forward neural networks. We assume that, for each layer, the weights of an MLP are…