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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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Proc Mach Learn Res
Prif Awduron: Bach, Stephen H., He, Bryan, Ratner, Alexander, Ré, Christopher
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2017
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC6417840/
https://ncbi.nlm.nih.gov/pubmed/30882087
Tagiau: Ychwanegu Tag
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