Section: Variational Inference | 342SM-1 - Mod A: Probabilistic Machine Learning 2024 | Moodle@Units

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- Select activity Recorded Lectures
  
  Recorded Lectures Page
- Select activity Blackboard: VI
  
  Blackboard: VI File PDF
- Select activity Reading: An introduction to variational methods for graphical models
  
  Reading: An introduction to variational methods for graphical models File PDF
- Select activity Reading: Black Box Variational Inference
  
  Reading: Black Box Variational Inference File PDF
- Select activity Homework 03
  
  Homework 03 Assignment
  
  Due: Thursday, 19 June 2025, 10:00 PM
  
  You can find the problems here: https://github.com/DavideScassola/PML2024/blob/main/Homeworks/03_homework.ipynb
  You should write the solution to the problems in Markdown/Latex (not handwritten), within a notebook (.ipynb), pdf or html file.
  This homework is not mandatory: you need to deliver this homework in order to be able to obtain the 3 bonus points, otherwise the maximum will be 2. However, if you don't deliver this homework, it won't influence the average of the previous homeworks.
  The deadline for the submission is on the 20th of June at 23:59.
- Select activity Bayesian Neural Networks + VI
  
  Bayesian Neural Networks + VI URL