group-fairness

Here are 5 public repositories matching this topic...

fairlearn / fairlearn

A Python package to assess and improve fairness of machine learning models.

machine-learning ai artificial-intelligence fairness ai-systems fairness-ai fairness-ml responsible-ai unfairness-mitigation fairness-assessment harms group-fairness

Updated Oct 18, 2026
Python

fixouttech / fixout

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Algorithmic inspection for trustworthy ML models

Updated May 4, 2025
Python

theresiavr / stairway-to-fairness

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This hosts the code and appendix of the RecSys 2025 short paper "Stairway to Fairness: Connecting Group and Individual Fairness"

evaluation recsys recommendation measures fairness fairness-ai fairness-ml fairness-assessment group-fairness llm fairness-metric recommender-system-evaluation recsys2025

Updated Oct 10, 2025
Python

KCachel / fins

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Group fairness auditing methods for set selections. Corresponding to paper "FINS Auditing Framework: Group Fairness for Subset Selections" AAAI/ACM AIES 2022

fairness subset-selection group-fairness

Updated May 23, 2022
Python

jwhan-stats / maximin-relative-improvement

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Code for "Maximin Relative Improvement: Fair Learning as a Bargaining Problem" (ICML 2026): group fairness as cooperative bargaining, the Kalai-Smorodinsky solution, and comparisons with Group DRO and minimax regret.

Updated Oct 14, 2026
Jupyter Notebook

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