Probabilistic ML - Lecture 8 - Learning Representations

This is the eigth 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:
Hierarchical Bayesian inference
type-II maximum (marginal) likelihood
Occam's Razor
automatic differentiation
connections to deep learning
© Philipp Hennig / University of Tübingen, 2020 CC BY-NC-SA 3.0