| Distributionally Robust Survival Analysis: A Novel Fairness Loss Without Demographics | Nov 18, 2022 | FairnessSurvival Analysis | CodeCode Available | 0 | 5 |
| Distributional Off-Policy Evaluation for Slate Recommendations | Aug 27, 2023 | FairnessOff-policy evaluation | CodeCode Available | 0 | 5 |
| Enhancing Robust Fairness via Confusional Spectral Regularization | Jan 22, 2025 | Fairness | CodeCode Available | 0 | 5 |
| Distribution-aware Fairness Test Generation | May 8, 2023 | Autonomous DrivingFairness | CodeCode Available | 0 | 5 |
| Measuring and Addressing Indexical Bias in Information Retrieval | Jun 6, 2024 | 4kFairness | CodeCode Available | 0 | 5 |
| Enhancing Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods | Sep 25, 2024 | Binary ClassificationFairness | CodeCode Available | 0 | 5 |
| Classification Under Misspecification: Halfspaces, Generalized Linear Models, and Connections to Evolvability | Jun 8, 2020 | FairnessGeneral Classification | CodeCode Available | 0 | 5 |
| Measuring Implicit Bias Using SHAP Feature Importance and Fuzzy Cognitive Maps | May 16, 2023 | FairnessFeature Importance | CodeCode Available | 0 | 5 |
| Diverse Weighted Bipartite b-Matching | Feb 23, 2017 | DiversityFairness | CodeCode Available | 0 | 5 |
| Enhancing New-item Fairness in Dynamic Recommender Systems | Apr 30, 2025 | FairnessKnowledge Distillation | CodeCode Available | 0 | 5 |
| Enhancing Fairness of Visual Attribute Predictors | Jul 7, 2022 | AttributeFairness | CodeCode Available | 0 | 5 |
| Metric-DST: Mitigating Selection Bias Through Diversity-Guided Semi-Supervised Metric Learning | Nov 27, 2024 | DiversityFairness | CodeCode Available | 0 | 5 |
| Metrics for Dataset Demographic Bias: A Case Study on Facial Expression Recognition | Mar 28, 2023 | Emotion RecognitionFacial Emotion Recognition | CodeCode Available | 0 | 5 |
| Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement | Jun 3, 2024 | Anomaly DetectionDecision Making | CodeCode Available | 0 | 5 |
| Minimax Optimal Fair Classification with Bounded Demographic Disparity | Mar 27, 2024 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| Mining bias-target Alignment from Voronoi Cells | May 5, 2023 | Fairness | CodeCode Available | 0 | 5 |
| DIVINE: Diverse Influential Training Points for Data Visualization and Model Refinement | Jul 13, 2021 | Data VisualizationFairness | CodeCode Available | 0 | 5 |
| Enhancing Group Fairness in Online Settings Using Oblique Decision Forests | Oct 17, 2023 | Fairness | CodeCode Available | 0 | 5 |
| DLAMA: A Framework for Curating Culturally Diverse Facts for Probing the Knowledge of Pretrained Language Models | Jun 8, 2023 | BenchmarkingFairness | CodeCode Available | 0 | 5 |
| CLAIM: An Intent-Driven Multi-Agent Framework for Analyzing Manipulation in Courtroom Dialogues | Jun 4, 2025 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Mitigating Bias in Set Selection with Noisy Protected Attributes | Nov 9, 2020 | FairnessImage Retrieval | CodeCode Available | 0 | 5 |
| Enhanced SPS Velocity-adaptive Scheme: Access Fairness in 5G NR V2I Networks | Jan 14, 2025 | FairnessScheduling | CodeCode Available | 0 | 5 |
| Mitigating Gender Bias in Face Recognition Using the von Mises-Fisher Mixture Model | Oct 24, 2022 | Face RecognitionFace Verification | CodeCode Available | 0 | 5 |
| Enhancing the Accuracy and Fairness of Human Decision Making | May 25, 2018 | Decision MakingFairness | CodeCode Available | 0 | 5 |
