Risk and Learning Thoery. Gaussian Processes (Recitation)

Content

• Risk

  • Loss
  • Risk

• Learning Theory

  • From empirical to truth
  • VC dimension

• Gaussian Processes

  • GP Regression
  • GP Classification

Supplementary material

PDF slides for Risk minimization and Gaussian Processes.

Videos

Unedited video straight from a GF2.