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Hybrid-DCA: A double asynchronous approach for stochastic dual coordinate ascent

In prior works, stochastic dual coordinate ascent (SDCA) has been parallelized in a multi-core environment where the cores communicate through shared memory, or in a multi-processor distributed memory environment where the processors communicate through message passing. In this paper, we propose a h...

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Detalles Bibliográficos
Autores principales: Pal, Soumitra, Xu, Tingyang, Yang, Tianbao, Rajasekaran, Sanguthevar, Bi, Jinbo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7375401/
https://www.ncbi.nlm.nih.gov/pubmed/32699464
http://dx.doi.org/10.1016/j.jpdc.2020.04.002