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A survey on datasets for fairness-aware machine learning

Submission Number: 147
Submission ID: 3750
Submission UUID: e1c8e04c-eff8-4b4f-adbd-33d46df0e97a
Submission URI: /form/resource

Created: Tue, 05/30/2023 - 16:39
Completed: Tue, 05/30/2023 - 16:39
Changed: Fri, 03/14/2025 - 11:43

Remote IP address: 12.203.54.182
Submitted by: Sathvika Kotha
Language: English

Is draft: No
No
A survey on datasets for fairness-aware machine learning
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Intermediate, Advanced
The research paper provides an overview of various datasets that have been used to study fairness in machine learning. It discusses the characteristics of these datasets, such as their size, diversity, and the fairness-related challenges they address. The paper also examines the different domains and applications covered by these datasets.