The Principles of Data-Centric AI (DCAI)
The Principles of Data-Centric AI (DCAI)
About this item
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Publisher
Ithaca: Cornell University Library, arXiv.org
Journal title
Language
English
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Publication information
Publisher
Ithaca: Cornell University Library, arXiv.org
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Scope and Contents
Contents
Data is a crucial infrastructure to how artificial intelligence (AI) systems learn. However, these systems to date have been largely model-centric, putting a premium on the model at the expense of the data quality. Data quality issues beset the performance of AI systems, particularly in downstream deployments and in real-world applications. Data-ce...
Alternative Titles
Full title
The Principles of Data-Centric AI (DCAI)
Authors, Artists and Contributors
Author / Creator
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Record Identifier
TN_cdi_proquest_journals_2741130028
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2741130028
Other Identifiers
E-ISSN
2331-8422
DOI
10.48550/arxiv.2211.14611
