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Temporal quality degradation in AI models

As AI models continue to advance into many real-life applications, their ability to maintain reliable quality over time becomes increasingly important. The principal challenge in this task stems from the very nature of current machine learning models, dependent on the data as it was at the time of t...

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Detalles Bibliográficos
Autores principales: Vela, Daniel, Sharp, Andrew, Zhang, Richard, Nguyen, Trang, Hoang, An, Pianykh, Oleg S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9270447/
https://www.ncbi.nlm.nih.gov/pubmed/35803963
http://dx.doi.org/10.1038/s41598-022-15245-z