Plans for the weeks March 20-31 and rest of semester_亚博娱乐官网_亚博pt手机客户端登录

mhjensen
2023-03-21T19:03:49.104Z
type:structured-message
www.uio.no

Dear all, I hope you are all doing well.
This week we will wrap up our discussion of autoencoders (AEs) and how these can be used in connection with the project. We will also link the discussion of AEs to the principal component analysis and finalize the discussion of the PCA method as well. The lecture slides (missing some codes which will be added later today) are at https://github.com/CompPhysics/AdvancedMachineLearning/blob/main/doc/pub/week9/ipynb/week9.ipynb

Else, we will continue with lectures throughout the semester and will focus on unsupervised methods and so-called generative models. The plans (tentative) for the rest of the semester are listed below here.
Best wishes to you all,
Morten

## March 20-24
- Autoencoders and discussions of codes and links with PCA
- Reading recommendation: Goodfellow et al chapters 14
- Video of lecture at https://youtu.be/
- Handwritten notes at https://githu...