Lecture 21 - Gaussian Process Regression: Priors on Function Spaces#

Objectives#

  • Describe a Gaussian process.

  • Use a Gaussian process to define a prior probability measure on the space of functions.

  • Sample from a Gaussian process.

  • Recognize the effect of the mean function.

  • Recognize the effect of the covariance function.