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Adaptive Two-Point Stepsize Gradient Algorithm

โœ Scribed by Yu-Hong Dai; Hongchao Zhang


Book ID
110324759
Publisher
Springer US
Year
2001
Tongue
English
Weight
86 KB
Volume
27
Category
Article
ISSN
1017-1398

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Adaptive stepsize algorithms for on-line
โœ G.D. Magoulas; V.P. Plagianakos; M.N. Vrahatis ๐Ÿ“‚ Article ๐Ÿ“… 2001 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 312 KB

In this paper a method for adapting the stepsize in on-line network training is presented. The proposed technique derives from the stochastic gradient descent proposed by Almeida et al. [On-line Learning in Neural Networks, 111-134, Cambridge University Press, 1998]. The new aspect of our approach c