that is the beauty of autoencoders: they can be used for error reduction. This post by @weefuzzy points at a few references but my favourite are those, in that order of explanations
- Auto-Encoder: What Is It? And What Is It Used For? (Part 1) | by Will Badr | Towards Data Science
- Deep inside: Autoencoders. Autoencoders (AE) are neural networks… | by Nathan Hubens | Towards Data Science
- PCA vs Autoencoders. In this tutorial I will explain about… | by Ori Cohen | Towards Data Science
- https://www.deeplearningbook.org/contents/autoencoders.html