Mise en abyme with artificial intelligence: how to predict the accuracy of NN, applied to hyper-parameter tuning

Giorgia Franchini, Mathilde Galinier, Micaela Verucchi

In the context of deep learning, the costliest phase from a computational point of view is the full training of the learning algorithm. However, this process is to be used a signif…