馃摎 Resources & Past Talks
Table of Contents
- Previous Sessions
- Additional Resources
- Have a useful resource to share? Open an issue or PR on our GitHub repository!
Previous Sessions
All materials from past reading group sessions are available in our YouTube channel. They are also in greater detail below:
| Date | Topic | Presenter | Materials |
|---|---|---|---|
| 5/11/2025 | Intro & Probabilistic Inference Overview | David R铆os Insua | 馃搳 slides 路 馃帴 video |
| 19/11/2025 | Variational Inference | Pablo G. Arce | 馃搳 slides 路 馃帴 video 路 馃捇 code |
| 3/12/2025 | Markov chain Monte Carlo | Miguel Santos | 馃搳 slides 路 馃帴 video 路 馃捇 code |
| 17/12/2025 | Sequential Monte Carlo | Mario Chac贸n-Falc贸n | 馃搳 slides 路 馃帴 video 路 馃捇 code |
| 14/01/2025 | Fusing Variational Inference and Markov Chain Monte Carlo | Max Hird | 馃搳 slides 路 馃帴 video |
| 21/01/2025 | Bayesian Neural Networks | Daniel Corrales | 馃搳 slides 路 馃帴 video 路 馃捇 code |
Additional Resources
馃摉 Book & Official Materials
- Probabilistic Machine Learning: Advanced Topics - Official book website
- Book GitHub Repository - Code examples and supplements
- Murphy鈥檚 Webpage - Author鈥檚 webpage
Datalab Past Reading Groups
Have a useful resource to share? Open an issue or PR on our GitHub repository!