Datasets for Studying Generalization from Easy to Hard Examples

Avi Schwarzschild; Eitan Borgnia; Arjun Gupta; Arpit Bansal; Zeyad Emam; Furong Huang; Micah Goldblum; Tom Goldstein

Datasets for Studying Generalization from Easy to Hard Examples

Machine Learning 2021-09-28 v2 Artificial Intelligence

Authors: Avi Schwarzschild , Eitan Borgnia , Arjun Gupta , Arpit Bansal , Zeyad Emam , Furong Huang , Micah Goldblum , Tom Goldstein

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Abstract

We describe new datasets for studying generalization from easy to hard examples.

Cite

@article{arxiv.2108.06011,
  title  = {Datasets for Studying Generalization from Easy to Hard Examples},
  author = {Avi Schwarzschild and Eitan Borgnia and Arjun Gupta and Arpit Bansal and Zeyad Emam and Furong Huang and Micah Goldblum and Tom Goldstein},
  journal= {arXiv preprint arXiv:2108.06011},
  year   = {2021}
}