articleConstructive ApproximationApr 4, 2007Closed access

On Early Stopping in Gradient Descent Learning

YYYuan YaoLRLorenzo RosascoACAndrea Caponnetto

University of California, Berkeley · Massachusetts Institute of Technology · +1 more institution

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Abstract

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993
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3

Topics & keywords

Topics
Keywords
  • Stochastic gradient descent
  • Mathematics
  • Rate of convergence
  • Reproducing kernel Hilbert space
  • Gradient descent
  • Algorithm
  • Early stopping
  • Polynomial
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