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Rates of convergence of adaptive step-size of stochastic approximation algorithms

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Publication:1977809
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zbMath0960.65016MaRDI QIDQ1977809

Yanyan Li

Publication date: 14 December 2000

Published in: Journal of Mathematical Analysis and Applications (Search for Journal in Brave)


zbMATH Keywords

convergencestochastic approximationadaptive algorithm


Mathematics Subject Classification ID

Lua error in Module:PublicationMSCList at line 37: attempt to index local 'msc_result' (a nil value).


Related Items (1)

Adaptive step size rules for stochastic optimization in large-scale learning



Cites Work

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  • Stochastic Approximation with Averaging of the Iterates: Optimal Asymptotic Rate of Convergence for General Processes
  • Convergence of an adaptive linear estimation algorithm
  • Analysis of stochastic gradient algorithms for linear regression problems
  • Rates of Convergence for Stochastic Approximation Type Algorithms
  • Acceleration of Stochastic Approximation by Averaging
  • On positive real transfer functions and the convergence of some recursive schemes
  • Analysis of recursive stochastic algorithms
  • A Stochastic Approximation Method


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