[TMLR] Retiring ΔDP: New Distribution-Level Metrics for Demographic Parity
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May 30, 2023 - Python
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fairness-metric
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We explain why fairness metrics don't correlate and propose CAIRO to make them correlate.
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Jul 10, 2024 - Python
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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Jan 3, 2025 - Jupyter Notebook
Code accompanying ACM TORS paper "Evaluation Measures of Individual item Fairness for Recommender Systems: A Critical Study" (Accepted in 2023)
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Dec 15, 2024 - Jupyter Notebook
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
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