Fourier fractal dimension to predict the generalization of deep neural networks

Joao B. Florindo, Davi Wanderley Misturini

Predicting the generalization performance of deep neural networks without relying on hold-out validation data is a fundamental challenge in machine learning. While Stochastic Gradi…