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The fastclime Package for Linear Programming and Large-Scale Precision Matrix Estimation in R

We develop an R package fastclime for solving a family of regularized linear programming (LP) problems. Our package efficiently implements the parametric simplex algorithm, which provides a scalable and sophisticated tool for solving large-scale linear programs. As an illustrative example, one use o...

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Podrobná bibliografie
Vydáno v:J Mach Learn Res
Hlavní autoři: Pang, Haotian, Liu, Han, Vanderbei, Robert
Médium: Artigo
Jazyk:Inglês
Vydáno: 2014
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4303570/
https://ncbi.nlm.nih.gov/pubmed/25620890
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