🗓️ Week 11 - Lab on Bayesian Neural Networks

Author

Affiliation

Dr. Simone Rossi

EURECOM

This week features a lab session on Bayesian Neural Networks (BNNs). We will explore variational inference for BNNs and apply uncertainty decomposition to practical problems.

🧪 Lab

Labs are available on GitHub. Check the README file for instructions on how to run the lab.

Google Colab is the suggested way to edit and execute the labs. Start with the JAX tutorial if you need a refresher, then proceed to the BNN lab:

Tutorial — Introduction to JAX:

Open In Colab

Lab — Bayesian Neural Networks:

Open In Colab