Leveraging Local Variation in Data: Sampling and Weighting Schemes for Supervised Deep Learning

Paul Novello, Gaël Poëtte, David Lugato +1

In the context of supervised learning of a function by a neural network, we claim and empirically verify that the neural network yields better results when the distribution of the…