[TMLR] Retiring ΔDP: New Distribution-Level Metrics for Demographic Parity

Official Implementation of Track2Vec: Fairness Music Recommendation with a GPU-Free Customizable-Driven Framework EvalRS-CIKM-2022

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"

We explain why fairness metrics don't correlate and propose CAIRO to make them correlate.

Code accompanying ACM TORS paper "Evaluation Measures of Individual item Fairness for Recommender Systems: A Critical Study" (Accepted in 2023)

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

Visual Representation of the Fairness Score

Code and data accompanying the paper: "Model-Agnostic Bias Measurement in Link Prediction" published in the EACL Findings 2023

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.

This hosts the code of the WWW 2025 full paper "Joint Evaluation of Fairness and Relevance in Recommender Systems with Pareto Frontier"

Code accompanying ACM TORS paper "Relevance-aware Individual Item Fairness Measures for Recommender Systems: Limitations and Usage Guidelines" (Accepted in 2025)