| Reproducibility Companion Paper:In-processing User Constrained Dominant Sets for User-Oriented Fairness in Recommender Systems | Mar 29, 2025 | FairnessRecommendation Systems | CodeCode Available | 0 | 5 |
| Reproducibility study of FairAC | Jun 5, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| Endowing Pre-trained Graph Models with Provable Fairness | Feb 19, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| Bias-Aware Agent: Enhancing Fairness in AI-Driven Knowledge Retrieval | Mar 27, 2025 | FairnessInformation Retrieval | CodeCode Available | 0 | 5 |
| Enhancing the Accuracy and Fairness of Human Decision Making | May 25, 2018 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Enhancing Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Enhancing New-item Fairness in Dynamic Recommender Systems | Apr 30, 2025 | FairnessKnowledge Distillation | CodeCode Available | 0 | 5 |
| Enrolment-based personalisation for improving individual-level fairness in speech emotion recognition | Jun 10, 2024 | Emotion RecognitionFairness | CodeCode Available | 0 | 5 |
| Rethinking Affect Analysis: A Protocol for Ensuring Fairness and Consistency | Aug 4, 2024 | Action Unit DetectionArousal Estimation | CodeCode Available | 0 | 5 |
| Enhancing Fairness of Visual Attribute Predictors | Jul 7, 2022 | AttributeFairness | CodeCode Available | 0 | 5 |
| Are Sex-based Physiological Differences the Cause of Gender Bias for Chest X-ray Diagnosis? | Aug 9, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Retiring ΔDP: New Distribution-Level Metrics for Demographic Parity | Jan 31, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Certifying Some Distributional Fairness with Subpopulation Decomposition | May 31, 2022 | Fairness | CodeCode Available | 0 | 5 |
| DRoP: Distributionally Robust Pruning | Apr 8, 2024 | Fairness | CodeCode Available | 0 | 5 |
| Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under Sufficiency | Jun 5, 2022 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| FairDrop: Biased Edge Dropout for Enhancing Fairness in Graph Representation Learning | Apr 29, 2021 | FairnessGraph Representation Learning | CodeCode Available | 0 | 5 |
| Biased Heritage: How Datasets Shape Models in Facial Expression Recognition | Mar 5, 2025 | Binary ClassificationFacial Expression Recognition | CodeCode Available | 0 | 5 |
| Enhanced SPS Velocity-adaptive Scheme: Access Fairness in 5G NR V2I Networks | Jan 14, 2025 | FairnessScheduling | CodeCode Available | 0 | 5 |
| Robustly Improving LLM Fairness in Realistic Settings via Interpretability | Jun 12, 2025 | AttributeFairness | CodeCode Available | 0 | 5 |
| Robustness Disparities in Face Detection | Nov 29, 2022 | Face DetectionFairness | CodeCode Available | 0 | 5 |
| Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement | Jun 3, 2024 | Anomaly DetectionDecision Making | CodeCode Available | 0 | 5 |
| Robust Recommender System: A Survey and Future Directions | Sep 5, 2023 | FairnessRecommendation Systems | CodeCode Available | 0 | 5 |
| Enhancing Group Fairness in Online Settings Using Oblique Decision Forests | Oct 17, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Ensuring Fairness Beyond the Training Data | Jul 12, 2020 | Fairness | CodeCode Available | 0 | 5 |
| Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice models | Sep 25, 2021 | Discrete Choice ModelsFairness | CodeCode Available | 0 | 5 |
