Adaptive Sampling for Deep Learning via Efficient Nonparametric Proxies

Shabnam Daghaghi, Benjamin Coleman, Benito Geordie +1

Data sampling is an effective method to improve the training speed of neural networks, with recent results demonstrating that it can even break the neural scaling laws. These resul…