model card
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[edit]Noun
[edit]model card (plural model cards)
- (artificial intelligence) a document describing a machine learning model
- 2019 January 29, Margaret Mitchell, Simone Wu, Andrew Zaldivar, Parker Barnes, Lucy Vasserman, “Model Cards for Model Reporting”, in Proceedings of the Conference on Fairness, Accountability, and Transparency (FAT* '19)[1], New York, NY, USA: Association for Computing Machinery, , →ISBN, pages 220–229:
- We propose model cards as a step towards the responsible democratization
- 2020 July 29, Huanming Fang, Hui Miao, “Introducing the Model Card Toolkit for Easier Model Transparency Reporting”, in Google Research, Google:
- To guide the Model Card creator to organize model information
- 2020, Abhishek Wadhwani, Priyank Jain, “Machine Learning Model Cards Transparency Review : Using model card toolkit”, in 2020 IEEE Pune Section International Conference (PuneCon), , pages 133-137:
- models on computer vision has included model cards in their repositories