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CSTG: An Effective Framework for Cost-sensitive Sparse Online Learning

Sparse online learning and cost-sensitive learning are two important areas of machine learning and data mining research. Each has been well studied with many interesting algorithms developed. However, very limited published work addresses the joint study of these two fields. In this paper, to tackle...

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Detalhes bibliográficos
Publicado no:SIAM Rev Soc Ind Appl Math
Main Authors: Chen, Zhong, Fang, Zhide, Fan, Wei, Edwards, Andrea, Zhang, Kun
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5978435/
https://ncbi.nlm.nih.gov/pubmed/29861512
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1137/1.9781611974973.85
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