Probabilistic ML - Lecture 10 - Understanding Kernels

This is the tenth lecture in the Probabilistic ML class of Prof. Dr. Philipp Hennig in the Summer Term 2020 at the University of Tübingen.
Time-stamped slides available at uni-tuebingen.....
Contents:
Kriging
Wiener-Kolmogorov Prediction
Reproducing Kernel Hilbert Spaces
Eigenfunctions & -Vectors
Universal Kernels
© Philipp Hennig / University of Tübingen, 2020 CC BY-NC-SA 3.0