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Inferring Generative Model Structure with Static Analysis

Obtaining enough labeled data to robustly train complex discriminative models is a major bottleneck in the machine learning pipeline. A popular solution is combining multiple sources of weak supervision using generative models. The structure of these models affects training label quality, but is dif...

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Detalles Bibliográficos
Publicado en:Adv Neural Inf Process Syst
Autores principales: Varma, Paroma, He, Bryan, Bajaj, Payal, Banerjee, Imon, Khandwala, Nishith, Rubin, Daniel L., Ré, Christopher
Formato: Artigo
Lenguaje:Inglês
Publicado: 2017
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC5789796/
https://ncbi.nlm.nih.gov/pubmed/29391769
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