Probabilistic ML - Lecture 13 - Gaussian Process Classification

This is the thirteenth 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:
Discriminative vs. Generative Modelling
Logistic Regression
Laplace Approximations
Gaussian Process Classification
Newton-Raphson Optimization
© Philipp Hennig / University of Tübingen, 2020 CC BY-NC-SA 3.0