Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society
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scholarly journals Measuring Model Fairness under Noisy Covariates: A Theoretical Perspective

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Author(s):  
Flavien Prost ◽  
Pranjal Awasthi ◽  
Nick Blumm ◽  
Aditee Kumthekar ◽  
Trevor Potter ◽  
...  
Keyword(s):  
Theoretical Perspective

scholarly journals Scaling Guarantees for Nearest Counterfactual Explanations

2021 ◽  
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Ethically Compliant Planning within Moral Communities

2021 ◽  
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Samer Nashed ◽  
Justin Svegliato ◽  
Shlomo Zilberstein
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Moral Communities

Blind Justice: Algorithmically Masking Race in Charging Decisions

2021 ◽  
Author(s):  
Alex Chohlas-Wood ◽  
Joe Nudell ◽  
Keniel Yao ◽  
Zhiyuan (Jerry) Lin ◽  
Julian Nyarko ◽  
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Keyword(s):  
Blind Justice

scholarly journals Understanding the Representation and Representativeness of Age in AI Data Sets

2021 ◽  
Author(s):  
Joon Sung Park ◽  
Michael S. Bernstein ◽  
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Ece Kamar ◽  
Meredith Ringel Morris
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Data Sets

scholarly journals Measuring Model Biases in the Absence of Ground Truth

2021 ◽  
Author(s):  
Osman Aka ◽  
Ken Burke ◽  
Alex Bauerle ◽  
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Margaret Mitchell
Keyword(s):  
Ground Truth ◽  
Model Biases
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