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Dynamical memory control based on projection technique for online regression

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Publication:1955472
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DOI10.1007/s00500-012-0929-yzbMath1264.68130OpenAlexW2094366690MaRDI QIDQ1955472

Hui Jiang, Bo Zhang

Publication date: 11 June 2013

Published in: Soft Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00500-012-0929-y

zbMATH Keywords

kernel methodsprojection techniqueonline regressiondynamical memory


Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)



Uses Software

  • LIBSVM
  • Pegasos
  • Forgetron


Cites Work

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  • Unnamed Item
  • Unnamed Item
  • Pegasos: primal estimated sub-gradient solver for SVM
  • Exponentiated gradient versus gradient descent for linear predictors
  • A primal-dual perspective of online learning algorithms
  • A kernel-based perceptron with dynamic memory
  • Large margin classification using the perceptron algorithm
  • Dynamics of Intraday Serial Correlation in China's Stock Market
  • 10.1162/15324430260185637
  • Limited Stochastic Meta-Descent for Kernel-Based Online Learning
  • Optimal Dynamic Control for the Defined Benefit Pension Plans with Stochastic Benefit Outgo
  • Learning Theory
  • The Forgetron: A Kernel-Based Perceptron on a Budget
  • Tracking the Best Hyperplane with a Simple Budget Perceptron
  • Online Learning with Kernels
  • The Kernel Recursive Least-Squares Algorithm
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