@article{dodeeperconvolutionalnetworksperform1,
  title = {Increasing Depth Leads to U-Shaped Test Risk in Over-parameterized Convolutional Networks},
  author = {Eshaan Nichani and Adityanarayanan Radhakrishnan and Caroline Uhler},
  year = {2020},
  eprint = {2010.09610},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2010.09610v2},
}