@article{measuringmodelfairnessundernoisy, title = {Measuring Model Fairness under Noisy Covariates: A Theoretical Perspective}, author = {Flavien Prost and Pranjal Awasthi and Nick Blumm and Aditee Kumthekar and Trevor Potter and Li Wei and Xuezhi Wang and Ed H. Chi and Jilin Chen and Alex Beutel}, year = {2021}, eprint = {2105.09985}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2105.09985v1}, }