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Graphics Processing Units and High-Dimensional Optimization

This paper discusses the potential of graphics processing units (GPUs) in high-dimensional optimization problems. A single GPU card with hundreds of arithmetic cores can be inserted in a personal computer and dramatically accelerates many statistical algorithms. To exploit these devices fully, optim...

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Detalhes bibliográficos
Main Authors: Zhou, Hua, Lange, Kenneth, Suchard, Marc A.
Formato: Artigo
Idioma:Inglês
Publicado em: 2010
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3155776/
https://ncbi.nlm.nih.gov/pubmed/21847315
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/10-STS336
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