E
Elena Spitzer
Publications - 2
Citations - 1422
Elena Spitzer is an academic researcher. The author has contributed to research in topics: Context (language use) & Computer science. The author has an hindex of 2, co-authored 2 publications receiving 649 citations.
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Proceedings ArticleDOI
Model Cards for Model Reporting
Margaret Mitchell,Simone Wu,Andrew Zaldivar,Parker Barnes,Lucy Vasserman,Ben Hutchinson,Elena Spitzer,Inioluwa Deborah Raji,Timnit Gebru +8 more
TL;DR: This work proposes model cards, a framework that can be used to document any trained machine learning model in the application fields of computer vision and natural language processing, and provides cards for two supervised models: One trained to detect smiling faces in images, and one training to detect toxic comments in text.
Proceedings ArticleDOI
Model Cards for Model Reporting
Margaret Mitchell,Simone Wu,Andrew Zaldivar,Parker Barnes,Lucy Vasserman,Ben Hutchinson,Elena Spitzer,Inioluwa Deborah Raji,Timnit Gebru +8 more
TL;DR: Model cards as discussed by the authors are short documents accompanying trained machine learning models that provide benchmarked evaluation in a variety of conditions, such as across different cultural, demographic, or phenotypic groups (e.g., race, geographic location, sex, Fitzpatrick skin type) that are relevant to the intended application domains.