Mathematical analysis of the gradients in deep learning

Steffen Dereich, Thang Do, Arnulf Jentzen +1

Deep learning algorithms -- typically consisting of a class of deep artificial neural networks (ANNs) trained by a stochastic gradient descent (SGD) optimization method -- are nowa…