Dataset Pruning: Reducing Training Data by Examining Generalization Influence

Shuo Yang, Zeke Xie, Hanyu Peng +3

The great success of deep learning heavily relies on increasingly larger training data, which comes at a price of huge computational and infrastructural costs. This poses crucial q…