Analysis of the rate of convergence of neural network regression estimates which are easy to implement

Alina Braun, Michael Kohler, Adam Krzyzak

Recent results in nonparametric regression show that for deep learning, i.e., for neural network estimates with many hidden layers, we are able to achieve good rates of convergence…