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Learning the Structure of Generative Models without Labeled Data

Curating labeled training data has become the primary bottleneck in machine learning. Recent frameworks address this bottleneck with generative models to synthesize labels at scale from weak supervision sources. The generative model’s dependency structure directly affects the quality of the estimate...

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Detalhes bibliográficos
Publicado no:Proc Mach Learn Res
Main Authors: Bach, Stephen H., He, Bryan, Ratner, Alexander, Ré, Christopher
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6417840/
https://ncbi.nlm.nih.gov/pubmed/30882087
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