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
The measure and mismeasure of fairness: A critical review of fair machine learning
S Corbett-Davies, S Goel
arXiv preprint arXiv:1808.00023, 2018
The problem of infra-marginality in outcome tests for discrimination
C Simoiu, S Corbett-Davies, S Goel
The Annals of Applied Statistics 11 (3), 1193-1216, 2017
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, 1-10, 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
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
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
Fast threshold tests for detecting discrimination
E Pierson, S Corbett-Davies, S Goel
Twenty-First International Conference on Artificial Intelligence and …, 2017
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
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
Even imperfect algorithms can improve the criminal justice system
S Corbett-Davies, S Goel, S González-Bailón
New York Times, 2017
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
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
The Measure and Mismeasure of Fairness: A Critical Review of Fair Machine Learning.(jul 2018)
S Corbett-Davies, S Goel
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
Interactive AR exposure therapy
S Corbett-Davies, A Dünser, A Clark
Proceedings of the 13th International Conference of the NZ Chapter of the …, 2012
Omitted and included variable bias in tests for disparate impact
J Jung, S Corbett-Davies, R Shroff, S Goel
arXiv preprint arXiv:1809.05651, 2018
Designing Equitable Algorithms for Criminal Justice Reform
S Corbett-Davies, S Goel
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