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08/16/2023
Flickr Africa: Examining Geo-Diversity in Large-Scale, Human-Centric Visual Data
Biases in large-scale image datasets are known to influence the performa...
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04/18/2022
The Equity Framework: Fairness Beyond Equalized Predictive Outcomes
Machine Learning (ML) decision-making algorithms are now widely used in ...
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02/28/2022
Setting Fair Incentives to Maximize Improvement
We consider the problem of helping agents improve by setting short-term ...
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02/28/2022
On classification of strategic agents who can both game and improve
In this work, we consider classification of agents who can both game and...
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08/04/2020