10-601B Kernels

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This a lecture used in the Syllabus for Machine Learning 10-601B in Spring 2016

Slides

Readings

  • Bishop 6.1 and 6.2

What You Should Know Afterward

  • Geometric margins
  • Kernels: Kernelizing a learning algorithm
  • Properties of kernels
  • Kernelized perceptron
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