Quality over Quantity: An Effective Large-Scale Data Reduction Strategy Based on Pointwise V-Information

Fei Chen, Wenchi Zhou

In order to increase the effectiveness of model training, data reduction is essential to data-centric Artificial Intelligence (AI). It achieves this by locating the most instructiv…