robust-overfitting

There are 0 repository under robust-overfitting topic.

• VITA-Group / Sparsity-Win-Robust-Generalization

  [ICLR 2022] "Sparsity Winning Twice: Better Robust Generalization from More Efficient Training" by Tianlong Chen*, Zhenyu Zhang*, Pengjun Wang*, Santosh Balachandra*, Haoyu Ma*, Zehao Wang, Zhangyang Wang

  sparsityrobust-generalizationrobust-overfittingpruningdynamic-sparse-traininggeneralizationlottery-ticket-hypothesis
  Language:Python 36

• TreeLLi / DA-Alone-Improves-AT

  data augmentation alone can improve adversarial training

  adversarial-trainingdata-augmentationdeep-neural-networksrobust-overfitting
  Language:Python 10

• TreeLLi / Combating-RO-AdvLC

  Combating robust overfitting in adversarial training via AdvLC

  adversarial-trainingdeep-neural-networksrobust-overfitting
  Language:Python 3

• michaelaerni / interpolation_robustness

  Code for the paper "Interpolation can hurt robust generalization even when there is no noise" available here: https://papers.nips.cc/paper/2021/hash/c4f2c88e16a579900657c18726641c81-Abstract.html

  regularizationhigh-dimensional-statisticslearning-theoryrobustnessrobust-overfittingmachine-learning
  Language:Jupyter Notebook 1