@inproceedings{ethayarajh-2020-classifier, title = "Is Your Classifier Actually Biased? Measuring Fairness under Uncertainty with Bernstein Bounds", author = "Ethayarajh, Kawin", editor = "Jurafsky, Dan and Chai, Joyce and Schluter, Natalie and Tetreault, Joel", booktitle = "Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics", month = jul, year = "2020", address = "Online", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/fix-sig-urls/2020.acl-main.262/", doi = "10.18653/v1/2020.acl-main.262", pages = "2914--2919" }