Mandoline: Model Evaluation under Distribution Shift

Mayee F. Chen, Karan Goel, Nimit Sharad Sohoni, Fait Poms, Kayvon Fatahalian, Christopher Ré. Mandoline: Model Evaluation under Distribution Shift. In Marina Meila, Tong Zhang 0001, editors, Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. Volume 139 of Proceedings of Machine Learning Research, pages 1617-1629, PMLR, 2021. [doi]

@inproceedings{ChenGSPFR21,
  title = {Mandoline: Model Evaluation under Distribution Shift},
  author = {Mayee F. Chen and Karan Goel and Nimit Sharad Sohoni and Fait Poms and Kayvon Fatahalian and Christopher Ré},
  year = {2021},
  url = {http://proceedings.mlr.press/v139/chen21i.html},
  researchr = {https://researchr.org/publication/ChenGSPFR21},
  cites = {0},
  citedby = {0},
  pages = {1617-1629},
  booktitle = {Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event},
  editor = {Marina Meila and Tong Zhang 0001},
  volume = {139},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}