Are We Learning Yet? A Meta Review of Evaluation Failures Across Machine Learning

Thomas Liao, Rohan Taori, Deborah Raji, Ludwig Schmidt. Are We Learning Yet? A Meta Review of Evaluation Failures Across Machine Learning. In Joaquin Vanschoren, Sai Kit Yeung, editors, Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December 2021, virtual. 2021. [doi]

@inproceedings{LiaoTRS21,
  title = {Are We Learning Yet? A Meta Review of Evaluation Failures Across Machine Learning},
  author = {Thomas Liao and Rohan Taori and Deborah Raji and Ludwig Schmidt},
  year = {2021},
  url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/757b505cfd34c64c85ca5b5690ee5293-Abstract-round2.html},
  researchr = {https://researchr.org/publication/LiaoTRS21},
  cites = {0},
  citedby = {0},
  booktitle = {Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December 2021, virtual},
  editor = {Joaquin Vanschoren and Sai Kit Yeung},
}