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

* 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

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