This article summarizes a few classical papers about measuring uncertainty in deep neural networks.

It’s an overview article, but I felt the quality of the article is much higher than the typical “getting started with ML” kind of medium blog posts, so people might appreciate it on this forum.

https://www.inovex.de/blog/uncertainty-quantification-deep-learning/