Search Results for author: Parker Barnes

Found 4 papers, 2 papers with code

Closing the AI Accountability Gap: Defining an End-to-End Framework for Internal Algorithmic Auditing

no code implementations3 Jan 2020 Inioluwa Deborah Raji, Andrew Smart, Rebecca N. White, Margaret Mitchell, Timnit Gebru, Ben Hutchinson, Jamila Smith-Loud, Daniel Theron, Parker Barnes

Rising concern for the societal implications of artificial intelligence systems has inspired a wave of academic and journalistic literature in which deployed systems are audited for harm by investigators from outside the organizations deploying the algorithms.

Computers and Society

Model Cards for Model Reporting

12 code implementations5 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.

BIG-bench Machine Learning

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