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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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Bibliographic Details
Published in:PLoS One
Main Authors: Saishu, Hiroki, Kudo, Kota, Takano, Yuichi
Format: Artigo
Language:Inglês
Published: Public Library of Science 2021
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Online Access: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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