Lecture 10

Gaussian Processes

argmax

Playlist

Slides

Additional Material

  • Gaussian Processes for Machine Learning by Rasmussen and Williams.
  • Chapter 15 in Machine Learning: A Probabilistic Perspective
  • Chapter 6.4 in Pattern Recognition and Machine Learning
  • Chapter 19 in Bayesian Reasoning and Machine Learning