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Latent Supervised Learning

A new machine learning task is introduced, called latent supervised learning, where the goal is to learn a binary classifier from continuous training labels which serve as surrogates for the unobserved class labels. A specific model is investigated where the surrogate variable arises from a two-comp...

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Detalhes bibliográficos
Main Authors: Wei, Susan, Kosorok, Michael R.
Formato: Artigo
Idioma:Inglês
Publicado em: 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3848255/
https://ncbi.nlm.nih.gov/pubmed/24319303
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2013.789695
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