README.md

GUM-compliant, analytical uncertainty propagation in deep neural networks

This repository contains the LaTeX files related to four documents:

• the internship report for the TU Berlin to get the credits for the internship
• the extended report on my internship results
• some slides on my intermediate results and ideas for the thesis
• the draft for my master’s thesis, which partly is based on the internship results.

The internship takes place during the summer and winter semesters starting from 2021/2022 to 2022/2023 under the kind supervision of Sascha Eichstädt. All of this is part of my Master of Science degree in Mathematics at Technische Universität Berlin.

Download

The linked Pdfs are automatically compiled after each push and thus always updated. They get deleted one week after the last push but can always be regenerated through reexecution of the respective pipeline.

• Download report
• Download results
• Download slides
• Download thesis

Preview in the browser

• View report in browser
• View results in browser
• View slides in browser
• View thesis in browser

Attribution

Idea and template for the GitLab-CI configuration including the Docker image used originate from Alexander Kammeyer.