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Incremental and Parallel Machine Learning Algorithms With Automated Learning Rate Adjustments

The existing machine learning algorithms for minimizing the convex function over a closed convex set suffer from slow convergence because their learning rates must be determined before running them. This paper proposes two machine learning algorithms incorporating the line search method, which autom...

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Detalhes bibliográficos
Publicado no:Front Robot AI
Main Authors: Hishinuma, Kazuhiro, Iiduka, Hideaki
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7805887/
https://ncbi.nlm.nih.gov/pubmed/33501092
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/frobt.2019.00077
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