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05/16/2023
Consensus and Subjectivity of Skin Tone Annotation for ML Fairness
Recent advances in computer vision fairness have relied on datasets augm...
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05/05/2021
A Step Toward More Inclusive People Annotations for Fairness
The Open Images Dataset contains approximately 9 million images and is a...
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12/17/2019
Human Comprehension of Fairness in Machine Learning
Bias in machine learning has manifested injustice in several areas, such...
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12/09/2019
Group Fairness in Bandit Arm Selection
We consider group fairness in the contextual bandit setting. Here, a seq...
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06/24/2019
Transfer of Machine Learning Fairness across Domains
If our models are used in new or unexpected cases, do we know if they wi...
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06/23/2019