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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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Kaydedildi:
Detaylı Bibliyografya
Yayımlandı:Proc Mach Learn Res
Asıl Yazarlar: Bach, Stephen H., He, Bryan, Ratner, Alexander, Ré, Christopher
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2017
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC6417840/
https://ncbi.nlm.nih.gov/pubmed/30882087
Etiketler: Etiketle
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