| Fairness without Demographics through Learning Graph of Gradients | Dec 4, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| Fairness without Sensitive Attributes via Knowledge Sharing | Sep 27, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| Enhancing New-item Fairness in Dynamic Recommender Systems | Apr 30, 2025 | FairnessKnowledge Distillation | CodeCode Available | 0 | 5 |
| Enhancing Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Enhancing Robust Fairness via Confusional Spectral Regularization | Jan 22, 2025 | Fairness | CodeCode Available | 0 | 5 |
| Auto-Arena: Automating LLM Evaluations with Agent Peer Battles and Committee Discussions | May 30, 2024 | ChatbotFairness | CodeCode Available | 0 | 5 |
| AI-driven Prices for Externalities and Sustainability in Production Markets | Jun 10, 2021 | Deep Reinforcement LearningFairness | CodeCode Available | 0 | 5 |
| Fair-OBNC: Correcting Label Noise for Fairer Datasets | Oct 8, 2024 | Fairness | CodeCode Available | 0 | 5 |
| Enumerating Fair Packages for Group Recommendations | May 30, 2021 | FairnessRecommendation Systems | CodeCode Available | 0 | 5 |
| Fair Play for Individuals, Foul Play for Groups? Auditing Anonymization's Impact on ML Fairness | May 12, 2025 | Fairness | CodeCode Available | 0 | 5 |
| Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement | Jun 3, 2024 | Anomaly DetectionDecision Making | CodeCode Available | 0 | 5 |
| Bigger Data or Fairer Data? Augmenting BERT via Active Sampling for Educational Text Classification | Oct 1, 2022 | Fairnesstext-classification | CodeCode Available | 0 | 5 |
| A Unifying Post-Processing Framework for Multi-Objective Learn-to-Defer Problems | Jul 17, 2024 | FairnessLEMMA | CodeCode Available | 0 | 5 |
| Enhancing Fairness of Visual Attribute Predictors | Jul 7, 2022 | AttributeFairness | CodeCode Available | 0 | 5 |
| A Unifying Perspective on Multi-Calibration: Game Dynamics for Multi-Objective Learning | Feb 21, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Bipartite Ranking Fairness through a Model Agnostic Ordering Adjustment | Jul 27, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Addictive Auctions: using lucky-draw and gambling addiction to increase participation during auctioning | Jun 7, 2019 | Fairness | CodeCode Available | 0 | 5 |
| Fair Reciprocal Recommendation in Matching Markets | Sep 1, 2024 | FairnessRecommendation Systems | CodeCode Available | 0 | 5 |
| Enhanced SPS Velocity-adaptive Scheme: Access Fairness in 5G NR V2I Networks | Jan 14, 2025 | FairnessScheduling | CodeCode Available | 0 | 5 |
| A New Perspective to Boost Performance Fairness for Medical Federated Learning | Oct 12, 2024 | FairnessFederated Learning | CodeCode Available | 0 | 5 |
| Enhancing Group Fairness in Online Settings Using Oblique Decision Forests | Oct 17, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Fair Representation: Guaranteeing Approximate Multiple Group Fairness for Unknown Tasks | Sep 1, 2021 | AllFairness | CodeCode Available | 0 | 5 |
| Empirical Risk Minimization under Fairness Constraints | Feb 23, 2018 | Fairness | CodeCode Available | 0 | 5 |
| Emerging Challenges in Personalized Medicine: Assessing Demographic Effects on Biomedical Question Answering Systems | Oct 16, 2023 | FairnessQuestion Answering | CodeCode Available | 0 | 5 |
| Endowing Pre-trained Graph Models with Provable Fairness | Feb 19, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| 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 |
