Non-linear regression with basis functions

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In this class I'm presenting non-linear regression methods which rely on basis functions to project from the input space to a space where the latent function is close to linear.

The slides corresponding to this video have been updated, they are available here:
  1. Olivier Sigaud
  2. Regression
  3. Kernel functions
  4. Radial Basis function networks
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