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Fairness On The Ground: Applying Algorithmic FairnessApproaches To Production Systems

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Software Engineering for Machine Learning
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2026-10-10
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  1. Fairness Indicators: Scalable Infrastructure for Fair ML Systems ai.googleblog.com

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  2. AI Fairness 360 github.com

    Fairness metrics for datasets and ML models, explanations, and algorithms to mitigate bias in datasets and models.

  3. FairLearn fairlearn.github.io

    A toolkit to assess and improve the fairness of machine learning models.

  4. Machine learning: Moving from experiments to production blog.codecentric.de
  5. Model Governance Reducing the Anarchy of Production usenix.org

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  6. Algorithmic Justice League ajlunited.org

    Collective that aims to fight algorithmic bias.

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