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Browsing Auburn University Libraries by Subject "machine learning"

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"Everyone wants to do the model work, not the data work": Data Cascades in High-Stakes AI 

Krzton, Ali; Krzton, Alicia; 0000-0001-9979-2471 (2022-04-13)
Those who work with data have learned the importance of provenance, documentation, standardization, context, and metadata in maintaining the quality of datasets. This was historically done to preserve their utility for ...

Welcome to the Machine: Ir/Responsible Use of Machine Learning in Research Recommendation Tools 

Krzton, Ali; Krzton, Alicia; 0000-0001-9979-2471 (2023-03-17)
Machine learning is changing how researchers interact with scholarly literature. While it has the potential to reveal exciting new connections between areas of study, popular commercial tools that provide recommendations ...