| A Survey on Fairness for Machine Learning on Graphs | May 11, 2022 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Reproducibility Companion Paper:In-processing User Constrained Dominant Sets for User-Oriented Fairness in Recommender Systems | Mar 29, 2025 | FairnessRecommendation Systems | CodeCode Available | 0 |
| Subset Selection Based On Multiple Rankings in the Presence of Bias: Effectiveness of Fairness Constraints for Multiwinner Voting Score Functions | Jun 16, 2023 | Fairness | CodeCode Available | 0 |
| CreAgent: Towards Long-Term Evaluation of Recommender System under Platform-Creator Information Asymmetry | Feb 11, 2025 | FairnessLarge Language Model | CodeCode Available | 0 |
| FaiR-N: Fair and Robust Neural Networks for Structured Data | Oct 13, 2020 | Adversarial RobustnessAttribute | CodeCode Available | 0 |
| A Survey on Bias and Fairness in Machine Learning | Aug 23, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Fair NLP Models with Differentially Private Text Encoders | May 12, 2022 | Fairness | CodeCode Available | 0 |
| FairNN- Conjoint Learning of Fair Representations for Fair Decisions | Apr 5, 2020 | ClassificationDecision Making | CodeCode Available | 0 |
| Reproducibility study of FairAC | Jun 5, 2024 | AttributeFairness | CodeCode Available | 0 |
| Consistent Range Approximation for Fair Predictive Modeling | Dec 21, 2022 | FairnessSelection bias | CodeCode Available | 0 |
| Reproducibility Study of "ITI-GEN: Inclusive Text-to-Image Generation" | Jul 29, 2024 | FairnessImage Generation | CodeCode Available | 0 |
| Fair-OBNC: Correcting Label Noise for Fairer Datasets | Oct 8, 2024 | Fairness | CodeCode Available | 0 |
| FairOD: Fairness-aware Outlier Detection | Dec 5, 2020 | FairnessOutlier Detection | CodeCode Available | 0 |
| Reproducibility Study Of Learning Fair Graph Representations Via Automated Data Augmentations | Aug 31, 2024 | FairnessLink Prediction | CodeCode Available | 0 |
| Benchmarking the Fairness of Image Upsampling Methods | Jan 24, 2024 | BenchmarkingDiversity | CodeCode Available | 0 |
| Toward Controlling Discrimination in Online Ad Auctions | Jan 29, 2019 | Fairness | CodeCode Available | 0 |
| Why Multi-Interest Fairness Matters: Hypergraph Contrastive Multi-Interest Learning for Fair Conversational Recommender System | Jul 1, 2025 | Contrastive LearningFairness | CodeCode Available | 0 |
| Repurposing recidivism models for forecasting police officer use of force | Dec 10, 2020 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| The Rich Get Richer: Disparate Impact of Semi-Supervised Learning | Oct 12, 2021 | FairnessPseudo Label | CodeCode Available | 0 |
| Leveraging Diffusion Perturbations for Measuring Fairness in Computer Vision | Nov 25, 2023 | Fairness | CodeCode Available | 0 |
| Leveraging Labeled and Unlabeled Data for Consistent Fair Binary Classification | Jun 12, 2019 | Binary ClassificationClassification | CodeCode Available | 0 |
| [Re] Replication Study of 'Generative causal explanations of black-box classifiers' | Jan 31, 2021 | Fairness | CodeCode Available | 0 |
| FairPFN: A Tabular Foundation Model for Causal Fairness | Jun 8, 2025 | Fairness | CodeCode Available | 0 |
| [Re] Reproducing Learning to Deceive With Attention-Based Explanations | Jan 31, 2021 | FairnessGPU | CodeCode Available | 0 |
| Sum of Group Error Differences: A Critical Examination of Bias Evaluation in Biometric Verification and a Dual-Metric Measure | Apr 23, 2024 | Fairness | CodeCode Available | 0 |
