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Designing Equitable Algorithms


Feb 17, 2023
Alex Chohlas-Wood, Madison Coots, Sharad Goel, Julian Nyarko

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Causal Conceptions of Fairness and their Consequences


Jul 12, 2022
Hamed Nilforoshan, Johann Gaebler, Ravi Shroff, Sharad Goel

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* Proceedings of the 39th International Conference on Machine Learning, Baltimore, Maryland, USA, PMLR 162, 2022 
* ICML 2022 

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Adaptive Sampling Strategies to Construct Equitable Training Datasets


Jan 31, 2022
William Cai, Ro Encarnacion, Bobbie Chern, Sam Corbett-Davies, Miranda Bogen, Stevie Bergman, Sharad Goel

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* 15 pages, 2 figures 

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Learning to be Fair: A Consequentialist Approach to Equitable Decision-Making


Sep 18, 2021
Alex Chohlas-Wood, Madison Coots, Emma Brunskill, Sharad Goel

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Probability Paths and the Structure of Predictions over Time


Jun 11, 2021
Zhiyuan Lin, Hao Sheng, Sharad Goel

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Surveilling Surveillance: Estimating the Prevalence of Surveillance Cameras with Street View Data


May 04, 2021
Hao Sheng, Keniel Yao, Sharad Goel

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* Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society (AIES) 

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Fast Threshold Tests for Detecting Discrimination


Mar 10, 2018
Emma Pierson, Sam Corbett-Davies, Sharad Goel

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* Accepted at AISTATS 2018; slightly shorter camera-ready version 

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Simple rules for complex decisions


Apr 02, 2017
Jongbin Jung, Connor Concannon, Ravi Shroff, Sharad Goel, Daniel G. Goldstein

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