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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...

पूर्ण विवरण

में बचाया:
ग्रंथसूची विवरण
में प्रकाशित:Front Robot AI
मुख्य लेखकों: Hishinuma, Kazuhiro, Iiduka, Hideaki
स्वरूप: Artigo
भाषा:Inglês
प्रकाशित: Frontiers Media S.A. 2019
विषय:
ऑनलाइन पहुंच: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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