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Sparse Poisson regression via mixed-integer optimization

We present a mixed-integer optimization (MIO) approach to sparse Poisson regression. The MIO approach to sparse linear regression was first proposed in the 1970s, but has recently received renewed attention due to advances in optimization algorithms and computer hardware. In contrast to many sparse...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Saishu, Hiroki, Kudo, Kota, Takano, Yuichi
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8062005/
https://ncbi.nlm.nih.gov/pubmed/33886612
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0249916
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