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cs.LG2018★ 2.1k cited
Model Cards for Model Reporting
Margaret Mitchell, Simone Wu, Andrew Zaldivar +6
Trained machine learning models are increasingly used to perform high-impact tasks in areas such as law enforcement, medicine, education, and employment. In order to clarify the in…
cs.DB2018
Datasheets for Datasets
Timnit Gebru, Jamie Morgenstern, Briana Vecchione +4
The machine learning community currently has no standardized process for documenting datasets, which can lead to severe consequences in high-stakes domains. To address this gap, we…