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General sampling theorems for functions in reproducing kernel Hilbert spaces.

M. Zuhair NashedGilbert G. Walter
Published in: Math. Control. Signals Syst. (1991)
Keyphrases
  • special case
  • reproducing kernel hilbert space
  • reproducing kernel
  • learning theory
  • loss function
  • representer theorem
  • learning algorithm
  • data points
  • test data
  • kernel methods
  • random sampling
  • hilbert space