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A Step Toward More Inclusive People Annotations for Fairness


May 05, 2021
Candice Schumann, Susanna Ricco, Utsav Prabhu, Vittorio Ferrari, Caroline Pantofaru

* AIES (2021) 

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Human Comprehension of Fairness in Machine Learning


Dec 17, 2019
Debjani Saha, Candice Schumann, Duncan C. McElfresh, John P. Dickerson, Michelle L. Mazurek, Michael Carl Tschantz


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Group Fairness in Bandit Arm Selection


Dec 09, 2019
Candice Schumann, Zhi Lang, Nicholas Mattei, John P. Dickerson


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Transfer of Machine Learning Fairness across Domains


Jun 26, 2019
Candice Schumann, Xuezhi Wang, Alex Beutel, Jilin Chen, Hai Qian, Ed H. Chi


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Making the Cut: A Bandit-based Approach to Tiered Interviewing


Jun 23, 2019
Candice Schumann, Zhi Lang, Jeffrey S. Foster, John P. Dickerson


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The Diverse Cohort Selection Problem


Aug 26, 2018
Candice Schumann, Samsara N. Counts, Jeffrey S. Foster, John P. Dickerson


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