Selective sampling for accelerating training of deep neural networks

Berry Weinstein, Shai Fine, Yacov Hel-Or

We present a selective sampling method designed to accelerate the training of deep neural networks. To this end, we introduce a novel measurement, the minimal margin score (MMS), w…