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 https://uni-tuebingen.de/en/180804.

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