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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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Détails bibliographiques
Publié dans:Adv Neural Inf Process Syst
Auteurs principaux: Ratner, Alexander, De Sa, Christopher, Wu, Sen, Selsam, Daniel, Ré, Christopher
Format: Artigo
Langue:Inglês
Publié: 2016
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC5985238/
https://ncbi.nlm.nih.gov/pubmed/29872252
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