Measuring the Data Efficiency of Deep Learning Methods

Hlynur Davíð Hlynsson, Alberto N. Escalante-B., Laurenz Wiskott

In this paper, we propose a new experimental protocol and use it to benchmark the data efficiency --- performance as a function of training set size --- of two deep learning algori…