Explainable AI

Current research on explainability and interpretability of machine learning algorithms

This site is a community effort by the Explainable AI members. Please join the group and reach out to the administrators if you have any questions.

Made with Jekyll and Hyde. Idea and base code for the website adapted from ml4code.

Contributing

Contributions of new or missing publications are very welcome. Alternative categorization/taxonomies can also be added to the website. To contribute, please open a pull request, but first please read the instructions below.

Adding a publication

To add a publication (new or missing), create a file in the _publications folder. The name of the file should follow the structure lastnameYEARfirstword.markdown where lastname is the last name of the first author and firstword is the first non-punctuation word of the work’s title. Within each file, follow the structure shown in the other files. Once the file is added, the work will appear in the “All Papers” section.

---
layout: publication
title: The title of the Publication
authors: F. M. LastName, F. M. LastName, ...
conference: AbbreviatedNameOfConference
year: YEAR
additional_links:
   - {name: "ArXiV", url: "http://arxiv.org/abs/XXXX.YYYY"}
   - {name: "website", url: "http://paperwebsite.com"}
   - {name: "code", url: "https://github.com/path-to/code"}
tags: ["tag1", "tag2"]
---
Text of abstract goes here.

The additional_links are optional and arbitrary and they will appear on the page referring to this work. Feel free to add as many additional links as needed.