Sam Corbett‐Davies

Social Sciences · Social Sciences

14h-index2.1kcitations27works0.02yr avg
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Research Topics

Ethics and Social Impacts of AI(5), Privacy-Preserving Technologies in Data(4), Augmented Reality Applications(4), Policing Practices and Perceptions(4), Robotics and Sensor-Based Localization(3)

Publications27 total

Online Certification of Preference-Based Fairness for Personalized Recommender Systems (Extended Abstract)
2023Open Access
Matched Pair Calibration for Ranking Fairness
arXiv (Cornell University)·2023Open Access
Online Certification of Preference-Based Fairness for Personalized Recommender Systems
Proceedings of the AAAI Conference on Artificial Intelligence·2022· 29 citedOpen Access
Adaptive Sampling Strategies to Construct Equitable Training Datasets
2022 ACM Conference on Fairness, Accountability, and Transparency·2022· 18 cited
Adaptive Sampling Strategies to Construct Equitable Training Datasets
arXiv (Cornell University)·2022Open Access
Two-sided fairness in rankings via Lorenz dominance
arXiv (Cornell University)·2021· 1 citedOpen Access
Online certification of preference-based fairness for personalized recommender systems
arXiv (Cornell University)·2021· 3 citedOpen Access
Fairness On The Ground: Applying Algorithmic Fairness Approaches to Production Systems
arXiv (Cornell University)·2021· 10 citedOpen Access
A large-scale analysis of racial disparities in police stops across the United States
Nature Human Behaviour·2020· 97 citedOpen Access
Mitigating Included- and Omitted-Variable Bias in Estimates of Disparate Impact
arXiv (Cornell University)·2018· 15 citedOpen Access
Omitted and Included Variable Bias in Tests for Disparate Impact
arXiv (Cornell University)·2018· 6 citedOpen Access
Defining and Designing Fair Algorithms
2018· 7 cited
The Measure and Mismeasure of Fairness
arXiv (Cornell University)·2018· 471 citedOpen Access
Testing for Racial Discrimination in Police Searches of Motor Vehicles
2017 APPAM Fall Research Conference·2017
The problem of infra-marginality in outcome tests for discrimination
The Annals of Applied Statistics·2017· 19 citedOpen Access
Algorithmic Decision Making and the Cost of Fairness
2017· 1.1k cited
A large-scale analysis of racial disparities in police stops across the\n United States
arXiv (Cornell University)·2017· 20 citedOpen Access
Fast Threshold Tests for Detecting Discrimination
arXiv (Cornell University)·2017· 15 citedOpen Access
Algorithmic decision making and the cost of fairness
arXiv (Cornell University)·2017· 27 citedOpen Access
A Robot System for Pruning Grape Vines
Journal of Field Robotics·2016· 210 cited
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Frequent Co-authors

Sharad Goel(13), Emma Pierson(5), Camelia Simoiu(4), Virginie Do(4), Jamal Atif(4), Nicolas Usunier(4), Adrian Clark(4), Richard Green(3), Miranda Bogen(3), Stevie Bergman(3), Andreas Dünser(3), Avi Feller(2), Aziz Z. Huq(2), Tom Botterill(2), Valerie P. Saxton(2), Jan Overgoor(2), Ramachandran Vignesh(2), William Cai(2), Ro Encarnación(2), Bobbie Chern(2)