[TMLR] Retiring ΔDP: New Distribution-Level Metrics for Demographic Parity
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May 30, 2023 - Python
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fairness-metric
Here are 14 public repositories matching this topic...
Official Implementation of Track2Vec: Fairness Music Recommendation with a GPU-Free Customizable-Driven Framework EvalRS-CIKM-2022
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Feb 27, 2023 - Python
This hosts the code and appendix of the SIGIR 2024 full paper "Can We Trust Recommender System Fairness Evaluation: The Role of Fairness and Relevance"
evaluation recsys recommendation measures fairness fairness-ml fairness-metric recommender-system-evaluation
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Jul 30, 2025 - Jupyter Notebook
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
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Oct 10, 2025 - Python
We explain why fairness metrics don't correlate and propose CAIRO to make them correlate.
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Feb 17, 2025 - Python
Code accompanying ACM TORS'24 paper "Evaluation Measures of Individual item Fairness for Recommender Systems: A Critical Study" (Accepted in 2023)
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Oct 10, 2025 - Jupyter Notebook
Student Absenteeism Analysis with Fairness Metrics and an Interactive Tableau Dashboard
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Mar 1, 2026 - Jupyter Notebook
AI fairness auditing platform with bias detection (AIF360), explainability (LIME), drift monitoring (Prometheus/Grafana), and automated compliance reporting for ethical ML systems.
docker data-science machine-learning ai grafana-dashboard lime ethics prometheus-metrics explainable-ai bias-detection drift-detection aif360 responsible-ai ml-ops streamlit ai-fairness trustworthy-ai fairness-metric model-monitoring-and-maintenance complaiance
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Nov 21, 2025 - Jupyter Notebook
This repository contains the data and code used to replicate the results from the research on norm differentiation, based on the European Social Survey (Round 9). The core analysis code is provided in the R Markdown file Fairness_sensitivity - final.RMD, which can be used to reproduce the results of the study.
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Apr 12, 2025 - Stan
Visual Representation of the Fairness Score
python website typescript ai dashboard deployment ibm website-design ibm-cloud assignment-solutions fairness-testing digital-team python368 compass-tools fairness-metric
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Jul 26, 2025 - TypeScript
Code and data accompanying the paper: "Model-Agnostic Bias Measurement in Link Prediction" published in the EACL Findings 2023
knowledge-graph language-model link-prediction fine-tuning knowledge-graph-embedding bias-measurement fairness-metric
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Feb 24, 2023 - Python
This hosts the code of the WWW 2025 full paper "Joint Evaluation of Fairness and Relevance in Recommender Systems with Pareto Frontier"
evaluation recsys recommendation measures pareto-front fairness reranking fairness-ml fairness-metric recommender-system-evaluation joint-evaluation
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Oct 10, 2025 - Python
MSc thesis repository on fairness auditing and bias mitigation in sensitive-domain content categorisation.
python nlp machine-learning algorithmic-fairness intersectionality responsible-ai bias-mitigation fairness-metric
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Sep 28, 2025 - Python
Code accompanying ACM TORS paper "Relevance-aware Individual Item Fairness Measures for Recommender Systems: Limitations and Usage Guidelines" (Accepted in 2025)
metrics evaluation recsys recommendation measures fairness fairness-ai fairness-ml fairness-assessment individual-fairness fairness-metric recommender-system-evaluation
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Sep 4, 2025 - Jupyter Notebook
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