GRAFT: Gradient-Aware Fast MaxVol Technique for Dynamic Data Sampling

Ashish Jha, Anh huy Phan, Razan Dibo +1

Training modern neural networks on large datasets is computationally and environmentally costly. We introduce GRAFT, a scalable in-training subset selection method that (i) extract…