Data coarse graining can improve model performance

Alex Nguyen, David J. Schwab, Vudtiwat Ngampruetikorn

Lossy data transformations by definition lose information. Yet, in modern machine learning, methods like data pruning and lossy data augmentation can help improve generalization pe…