Learning and Regularization Using non Positive Kernels

Posted in Science on August 04, 2008


Learning and Regularization Using non Positive Kernels

Lecture slides:

  • Appetizer...directional derivative
  • Appetizer...evaluation functional
  • Road map
  • An example of interpolation splines.
  • The correct functional setup.
  • Summarize the spline example.
  • The interpolation problem
  • Representer theorem for the M.N.I.P.
  • The use of the eigen structure
  • Summarize the M.N.I.P.
  • The interpolation problem.

Author: Stephan Canu, National Institute of Applied Sciences

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Tags: Science, Lectures, Computer Science, Machine Learning, VideoLectures.Net, Kernel Methods