1 code implementation • 3 Apr 2022 • Mahima Pushkarna, Andrew Zaldivar, Oddur Kjartansson
In this paper, we propose Data Cards for fostering transparent, purposeful and human-centered documentation of datasets within the practical contexts of industry and research.
no code implementations • 14 Jun 2019 • Emily Denton, Ben Hutchinson, Margaret Mitchell, Timnit Gebru, Andrew Zaldivar
Facial analysis models are increasingly used in applications that have serious impacts on people's lives, ranging from authentication to surveillance tracking.
12 code implementations • 5 Oct 2018 • Margaret Mitchell, Simone Wu, Andrew Zaldivar, Parker Barnes, Lucy Vasserman, Ben Hutchinson, Elena Spitzer, Inioluwa Deborah Raji, Timnit Gebru
Model cards also disclose the context in which models are intended to be used, details of the performance evaluation procedures, and other relevant information.