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Sam Corbett-Davies
Sam Corbett-Davies
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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
14782017
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
10782023
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
6052020
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
2442016
The problem of infra-marginality in outcome tests for discrimination
C Simoiu, S Corbett-Davies, S Goel
2362017
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
2022017
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
761808
Fast threshold tests for detecting discrimination
E Pierson, S Corbett-Davies, S Goel
Twenty-First International Conference on Artificial Intelligence and …, 2017
662017
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
522015
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
482021
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
412022
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
322018
Even imperfect algorithms can improve the criminal justice system
S Corbett-Davies, S Goel, S González-Bailón
New York Times, 2017
292017
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
282022
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
252012
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
232021
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
212013
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
122018
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
112012
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
92012
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