ijcai24-cf_tut
IJCAI-24 Tutorial on Counterfactual Explanations: https://sites.google.com/view/tut-counterfactuals-ijcai24/
Science Score: 44.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
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○DOI references
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○Academic publication links
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (4.6%) to scientific vocabulary
Repository
IJCAI-24 Tutorial on Counterfactual Explanations: https://sites.google.com/view/tut-counterfactuals-ijcai24/
Basic Info
- Host: GitHub
- Owner: andreArtelt
- License: mit
- Language: Jupyter Notebook
- Default Branch: main
- Size: 34.2 MB
Statistics
- Stars: 12
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
All You Ever Need to Know About Counterfactual Explanations -- Fundamentals, Methods, & User Studies for XAI
Hands-On Sessions
This tutorial features two hands-on sessions: 1) A session on computing counterfactual explanations in Python 2) A session on evaluating a user-study.
Computing Counterfactuals in Python
USer-Study Evaluation
How to cite
If you are using / referring to these materials in your own work, please cite
Artelt, A., Keane, M.T., Kuhl, U. (2024). All You Ever Need to Know About Counterfactual Explanations (Tutorial). 33nd International Joint Conference on Artificial Intelligence (IJCAI-24), Jeju, South Korea (August).
Owner
- Name: André Artelt
- Login: andreArtelt
- Kind: user
- Location: Germany
- Company: Bielefeld University
- Repositories: 3
- Profile: https://github.com/andreArtelt
PhD student
Citation (CITATION.cff)
cff-version: 1.2.0
authors:
- family-names: Artelt
given-names: André
orcid: "https://orcid.org/0000-0002-2426-3126"
- family-names: Keane
given-names: Mark T.
orcid: "https://orcid.org/0000-0001-7630-9598"
- family-names: Kuhl
given-names: Ulrike
orcid: "https://orcid.org/0000-0002-9405-918X"
contact:
- family-names: Artelt
given-names: André
orcid: "https://orcid.org/0000-0002-2426-3126"
message: "If you are using / referring to these materials in your own work, please cite it using these metadata."
title: "All You Ever Need to Know About Counterfactual Explanations (Tutorial), 33nd International Joint Conference on Artificial Intelligence (IJCAI-24), Jeju, South Korea (August)"
keywords:
- XAI
- tutorial
license: MIT
repository-code: "https://github.com/andreArtelt/IJCAI24-CF_Tut"