One-Step Early Stopping Strategy using Neural Tangent Kernel Theory and Rademacher Complexity

Daniel Martin Xavier, Ludovic Chamoin, Jawher Jerray +1

The early stopping strategy consists in stopping the training process of a neural network (NN) on a set $S$ of input data before training error is minimal. The advantage is that th…