| Achieving Distributive Justice in Federated Learning via Uncertainty Quantification | Apr 22, 2025 | EthicsFairness | CodeCode Available | 0 | 5 |
| Embracing Fairness in Consumer Electricity Markets using an Automatic Market Maker | Jul 30, 2024 | Fairness | CodeCode Available | 0 | 5 |
| FairSense: Long-Term Fairness Analysis of ML-Enabled Systems | Jan 3, 2025 | 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 |
| BMFT: Achieving Fairness via Bias-based Weight Masking Fine-tuning | Aug 13, 2024 | DiagnosticFairness | CodeCode Available | 0 | 5 |
| Boosted CVaR Classification | Oct 26, 2021 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Adversarial Inter-Group Link Injection Degrades the Fairness of Graph Neural Networks | Sep 13, 2022 | FairnessNode Classification | CodeCode Available | 0 | 5 |
| Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among Complexity, Leakage, and Utility | Jul 11, 2022 | Face RecognitionFairness | CodeCode Available | 0 | 5 |
| Adversarial Learning for Counterfactual Fairness | Aug 30, 2020 | Attributecounterfactual | CodeCode Available | 0 | 5 |
| An Intersectional Definition of Fairness | Jul 22, 2018 | BIG-bench Machine LearningFairness | CodeCode Available | 0 | 5 |
| Bounding and Approximating Intersectional Fairness through Marginal Fairness | Jun 12, 2022 | DescriptiveFairness | CodeCode Available | 0 | 5 |
| E Pluribus Unum: Guidelines on Multi-Objective Evaluation of Recommender Systems | Apr 20, 2023 | DiversityFairness | CodeCode Available | 0 | 5 |
| Weak Proxies are Sufficient and Preferable for Fairness with Missing Sensitive Attributes | Oct 6, 2022 | Fairness | CodeCode Available | 0 | 5 |
| EiX-GNN : Concept-level eigencentrality explainer for graph neural networks | Jun 7, 2022 | FairnessTransfer Learning | CodeCode Available | 0 | 5 |
| Fair Tree Classifier using Strong Demographic Parity | Oct 18, 2021 | AttributeClassification | CodeCode Available | 0 | 5 |
| ABROCA Distributions For Algorithmic Bias Assessment: Considerations Around Interpretation | Nov 28, 2024 | Fairness | CodeCode Available | 0 | 5 |
| FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning | Jun 7, 2022 | FairnessFederated Learning | CodeCode Available | 0 | 5 |
| FairViT: Fair Vision Transformer via Adaptive Masking | Jul 20, 2024 | Computational EfficiencyFairness | CodeCode Available | 0 | 5 |
| Bridging Jensen Gap for Max-Min Group Fairness Optimization in Recommendation | Feb 13, 2025 | FairnessRecommendation Systems | CodeCode Available | 0 | 5 |
| A Unified Debiasing Approach for Vision-Language Models across Modalities and Tasks | Oct 10, 2024 | FairnessImage Captioning | CodeCode Available | 0 | 5 |
| FAP-CD: Fairness-Driven Age-Friendly Community Planning via Conditional Diffusion Generation | Dec 21, 2024 | AttributeDenoising | CodeCode Available | 0 | 5 |
| FARE: Provably Fair Representation Learning with Practical Certificates | Oct 13, 2022 | FairnessRepresentation Learning | CodeCode Available | 0 | 5 |
| Policy Learning with Observational Data | Feb 9, 2017 | FairnessForm | CodeCode Available | 0 | 5 |
| A data-science pipeline to enable the Interpretability of Many-Objective Feature Selection | Nov 30, 2023 | Fairnessfeature selection | CodeCode Available | 0 | 5 |
| Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms | Aug 22, 2019 | Data ValuationFairness | CodeCode Available | 0 | 5 |
