Sam Corbett‐Davies

Author

Sam Corbett‐Davies

Stanford University

Also Known As

Corbett-Davies, Sam, Sam Corbett-Davies, Sam Corbett‐Davies

Publications

2.1K

Citations

H-Index

Concepts

All Affiliations

Stanford University University of Canterbury University of Chicago Lincoln University University of California, Berkeley

About

Sam Corbett‐Davies is an author at Stanford University specializing in computer science, engineering, and algorithmic fairness.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	9	9	368
2	Education	4	4	603
3	Law	4	4	1.6K
4	Business	3	3	62
5	Language Studies	1	1	18

Sam Corbett‐Davies

Publications

2.1K

Citations

H-Index

Page 1

	Year	Citations
Algorithmic Decision Making and the Cost of Fairness Sam Corbett‐Davies, Emma Pierson, Avi Feller, Game TheoryAlgorithmic AccountabilityLawCriminal LawRacial Disparities	2017	1.1K
The Measure and Mismeasure of Fairness Sam Corbett‐Davies arXiv (Cornell University) Public PolicyDecision PoliciesAlgorithmic BiasBiasDiscrimination	2018	472
A Robot System for Pruning Grape Vines Tom Botterill, Scott Paulin, Richard D. Green, Journal of Field Robotics Artificial IntelligenceRobotic SystemsEngineeringBioroboticsAgricultural Robot	2016	210
A large-scale analysis of racial disparities in police stops across the United States Emma Pierson, Camelia Simoiu, Jan Overgoor, Nature Human Behaviour Community PolicingAfrican American StudiesDiscriminationRacial JusticeSociology	2020	97
Enriching object detection with 2D-3D registration and continuous viewpoint estimation Christopher Choy, Michael Stark, Sam Corbett‐Davies, Geometric Modeling3D Computer VisionImage AnalysisMachine VisionTemplate Storage	2015	36
Online Certification of Preference-Based Fairness for Personalized Recommender Systems Virginie Do, Sam Corbett‐Davies, Jamal Atif, Proceedings of the AAAI Conference on Artificial Intelligence EngineeringMulti-armed BanditsInformation RetrievalData ScienceData Mining	2022	29
Algorithmic decision making and the cost of fairness Sam Corbett‐Davies, Emma Pierson, Avi Feller, arXiv (Cornell University) Game TheoryAlgorithmic AccountabilityLawCriminal LawRacial Disparities	2017	27
An expert system for automatically pruning vines Sam Corbett‐Davies, Tom Botterill, Richard Green, Artificial IntelligenceEngineeringMachine LearningComputer AnalysisAgricultural Robot	2012	23
The problem of infra-marginality in outcome tests for discrimination Camelia Simoiu, Sam Corbett‐Davies, Sharad Goel The Annals of Applied Statistics DiscriminationRacial PrejudiceLawEducationRacial Disparities	2017	19
Adaptive Sampling Strategies to Construct Equitable Training Datasets William Cai, Ro Encarnación, Bobbie Chern, 2022 ACM Conference on Fairness, Accountability, and Transparency Artificial IntelligenceStructured PredictionEngineeringMachine LearningSampling Technique	2022	18

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