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Coordinate great circle descent algorithm with application to single-index models

Coordinate descent algorithm has been widely used to solve high dimensional optimization problems with a non-differentiable objective function recently. To provide theoretical justification, Tseng (2001) showed that it leads to a stationary point when the non-differentiable part of the objective fun...

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Detalhes bibliográficos
Publicado no:Stat Interface
Main Authors: Zeng, Peng, Wu, Yichao
Formato: Artigo
Idioma:Inglês
Publicado em: 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4279872/
https://ncbi.nlm.nih.gov/pubmed/25554731
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.4310/SII.2013.v6.n4.a9
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