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- W3196814160 abstract "Abstract Online learning is a classical algorithm for optimization problems. Due to its low computational cost, it has been widely used in many aspects of machine learning and statistical learning. Its convergence performance depends heavily on the step size. In this paper, a two-stage step size is proposed for the unregularized online learning algorithm, based on reproducing Kernels. Theoretically, we prove that, such an algorithm can achieve a nearly min–max convergence rate, up to some logarithmic term, without any capacity condition." @default.
- W3196814160 created "2021-09-13" @default.
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- W3196814160 date "2021-08-30" @default.
- W3196814160 modified "2023-09-24" @default.
- W3196814160 title "Convergence analysis of online learning algorithm with two-stage step size" @default.
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- W3196814160 doi "https://doi.org/10.1515/ijnsns-2020-0155" @default.
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