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Found 3 papers, 1 papers with code
A Framework for Deprecating Datasets: Standardizing Documentation, Identification, and Communication
Datasets are central to training machine learning (ML) models.
Overcoming Failures of Imagination in AI Infused System Development and Deployment
NeurIPS 2020 requested that research paper submissions include impact statements on "potential nefarious uses and the consequences of failure."
Fairness
Computers and Society
Datasheets for Datasets
The machine learning community currently has no standardized process for documenting datasets, which can lead to severe consequences in high-stakes domains.
