Plans for the week of March 11-15_澳门葡京手机版app下载

mhjensen
2024-03-11T08:13:28.215Z
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www.uio.no

Dear all, welcome back to a new week! We obviously hope that you've passed a great weekend.

This week we will discuss autoencoders (AEs) and this will be our final topic before the Easter break. The motivation behind the discussion of AEs is that they will allow us to catch at least two birds with one stone;

1) link with the principal component analysis and dimensionality reduction methods in general

2) prepare the ground for generative models, which will be the main topic after the Easter break.

We will dedicate the lecture on this coming Tuesday (March 12) and March 19 to the analysis of AEs.

The more detailed plans for this week are

Discussion of Autoencoders (AEs)

Links between Principal Component Analysis (PCA) and AE. The lecture material has a larger focus on the PCA, which is an important unsupervised method as well as an important dimensionali...