Margaret Mitchell, Simone Wu, Andrew Zaldivar, Parker Barnes, Lucy Vasserman, Ben Hutchinson, Elena Spitzer, Inioluwa Deborah Raji, & Timnit Gebru (2019)
Proceedings of the Conference on Fairness, Accountability, and Transparency, 220-229.
DOI: https://doi.org/10.1145/3287560.3287596
Abstract. Introduces 'model cards', short, standardised documents that report a machine learning model's intended use, performance across demographic subgroups, limitations, and ethical considerations, as a tool for transparency and accountability.
Tags: ethics transparency model-cards