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Data Programming: Creating Large Training Sets, Quickly

Large labeled training sets are the critical building blocks of supervised learning methods and are key enablers of deep learning techniques. For some applications, creating labeled training sets is the most time-consuming and expensive part of applying machine learning. We therefore propose a parad...

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Detalhes bibliográficos
Publicado no:Adv Neural Inf Process Syst
Main Authors: Ratner, Alexander, De Sa, Christopher, Wu, Sen, Selsam, Daniel, Ré, Christopher
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5985238/
https://ncbi.nlm.nih.gov/pubmed/29872252
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