| Algorithmic decision making and the cost of fairness S Corbett-Davies, E Pierson, A Feller, S Goel, A Huq Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017 | 1497 | 2017 |
| The measure and mismeasure of fairness S Corbett-Davies, JD Gaebler, H Nilforoshan, R Shroff, S Goel The Journal of Machine Learning Research 24 (1), 14730-14846, 2023 | 1096 | 2023 |
| A large-scale analysis of racial disparities in police stops across the United States E Pierson, C Simoiu, J Overgoor, S Corbett-Davies, D Jenson, ... Nature human behaviour 4 (7), 736-745, 2020 | 614 | 2020 |
| A computer program used for bail and sentencing decisions was labeled biased against blacks. It's actually not that clear S Corbett-Davies, E Pierson, A Feller, S Goel Washington Post 17, 2016 | 245 | 2016 |
| The problem of infra-marginality in outcome tests for discrimination C Simoiu, S Corbett-Davies, S Goel | 238 | 2017 |
| A robot system for pruning grape vines T Botterill, S Paulin, R Green, S Williams, J Lin, V Saxton, S Mills, ... Journal of Field Robotics 34 (6), 1100-1122, 2017 | 204 | 2017 |
| The measure and mismeasure of fairness: A critical review of fair machine learning. arXiv S Corbett-Davies, S Goel arXiv preprint arXIv:1808.00023, 1808 | 76 | 1808 |
| Fast threshold tests for detecting discrimination E Pierson, S Corbett-Davies, S Goel Twenty-First International Conference on Artificial Intelligence and …, 2017 | 66 | 2017 |
| Enriching object detection with 2d-3d registration and continuous viewpoint estimation C Bongsoo Choy, M Stark, S Corbett-Davies, S Savarese Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015 | 52 | 2015 |
| Two-sided fairness in rankings via Lorenz dominance V Do, S Corbett-Davies, J Atif, N Usunier Advances in Neural Information Processing Systems 34, 8596-8608, 2021 | 48 | 2021 |
| Online certification of preference-based fairness for personalized recommender systems V Do, S Corbett-Davies, J Atif, N Usunier Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 6532-6540, 2022 | 41 | 2022 |
| Omitted and included variable bias in tests for disparate impact J Jung, S Corbett-Davies, R Shroff, S Goel arXiv preprint arXiv:1809.05651 33, 39, 2018 | 32 | 2018 |
| Even imperfect algorithms can improve the criminal justice system S Corbett-Davies, S Goel, S González-Bailón New York Times, 2017 | 29 | 2017 |
| Adaptive sampling strategies to construct equitable training datasets W Cai, R Encarnacion, B Chern, S Corbett-Davies, M Bogen, S Bergman, ... Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022 | 28 | 2022 |
| Fairness on the ground: Applying algorithmic fairness approaches to production systems C Bakalar, R Barreto, S Bergman, M Bogen, B Chern, S Corbett-Davies, ... arXiv preprint arXiv:2103.06172, 2021 | 27 | 2021 |
| An expert system for automatically pruning vines S Corbett-Davies, T Botterill, R Green, V Saxton Proceedings of the 27th conference on image and vision computing New Zealand …, 2012 | 25 | 2012 |
| An advanced interaction framework for augmented reality based exposure treatment S Corbett-Davies, A Dunser, R Green, A Clark 2013 IEEE Virtual Reality (VR), 19-22, 2013 | 21 | 2013 |
| Defining and designing fair algorithms S Corbett-Davies, S Goel, J Morgenstern, R Cummings Proceedings of the 2018 ACM Conference on Economics and Computation, 705-705, 2018 | 12 | 2018 |
| Physically interactive tabletop augmented reality using the Kinect S Corbett-Davies, R Green, A Clark Proceedings of the 27th Conference on Image and Vision Computing New Zealand …, 2012 | 11 | 2012 |
| An interactive augmented reality system for exposure treatment S Corbett-Davies, A Dünser, A Clark 2012 IEEE International Symposium on Mixed and Augmented Reality-Arts, Media …, 2012 | 9 | 2012 |
