The effects of regularization and data augmentation are class dependent. Balestriero, R., Bottou, L., & LeCun, Y. Advances in Neural Information Processing Systems, 35:37878–37891, 2022.
bibtex   
@article{balestriero2022effects,
  title={The effects of regularization and data augmentation are class dependent},
  author={Balestriero, Randall and Bottou, Leon and LeCun, Yann},
  journal={Advances in Neural Information Processing Systems},
  volume={35},
  pages={37878--37891},
  year={2022}
}

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