Awesome-ML-Model-Governance
by visenger
This repository provides a curated list of references about Machine Learning Model Governance, Ethics, and Responsible AI.
AI summary
Model Governance Resources
A curated list of references and resources on Machine Learning Model Governance, Ethics, and Responsible AI for developers and data scientists.
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What's in the list
48 links in 4 sections, with live GitHub stats.activeno commit in 2y
Model Governance, Ethics, Responsible AI
- "LiFT: A Scalable Framework for Measuring Fairness in ML Applications"
Vasudevan, Sriram and Kenthapadi, Krishnaram. (2020) - Code:
- Data Ethics Canvas
. Helps identify and manage ethical issues – at the start of a project that uses data, and throughout. Also see for broader scope
- ABOUT ML
Annotation and Benchmarking on Understanding and Transparency of Machine learning Lifecycles
The Open Ethics Canvas by the Open Ethics
😈 Awful AI is a curated list to track current scary usages of AI - hoping to raise awareness
Model Governance resourcesSecurity for ML
- Artifical intelligence and machine learning security (by Microsoft)
The references therein are useful
Adversarial Machine Learning 101Reports
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