| A Semidefinite Relaxation Approach for Fair Graph Clustering | Oct 19, 2024 | ClusteringFairness | CodeCode Available | 0 | 5 |
| Collapsed Language Models Promote Fairness | Oct 6, 2024 | Data AugmentationFairness | CodeCode Available | 0 | 5 |
| HAVA: Hybrid Approach to Value-Alignment through Reward Weighing for Reinforcement Learning | May 21, 2025 | Fairness | CodeCode Available | 0 | 5 |
| Enhancing Group Fairness in Online Settings Using Oblique Decision Forests | Oct 17, 2023 | Fairness | CodeCode Available | 0 | 5 |
| HeteroSwitch: Characterizing and Taming System-Induced Data Heterogeneity in Federated Learning | Mar 7, 2024 | Domain GeneralizationFairness | CodeCode Available | 0 | 5 |
| Hidden or Inferred: Fair Learning-To-Rank with Unknown Demographics | Jul 24, 2024 | AttributeFairness | 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 Semantic-Aware Multiple Access Scheme for Distributed, Dynamic 6G-Based Applications | Jan 12, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning | Oct 10, 2022 | Causal InferenceDeep Learning | CodeCode Available | 0 | 5 |
| How fair can we go in machine learning? Assessing the boundaries of fairness in decision trees | Jun 22, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 | 5 |
| How Far Can It Go?: On Intrinsic Gender Bias Mitigation for Text Classification | Jan 30, 2023 | Fairnesstext-classification | CodeCode Available | 0 | 5 |
| Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement | Jun 3, 2024 | Anomaly DetectionDecision Making | CodeCode Available | 0 | 5 |
| How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities | Nov 15, 2023 | EthicsFairness | CodeCode Available | 0 | 5 |
| Human-Algorithm Collaboration: Achieving Complementarity and Avoiding Unfairness | Feb 17, 2022 | Fairness | CodeCode Available | 0 | 5 |
| Endowing Pre-trained Graph Models with Provable Fairness | Feb 19, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under Sufficiency | Jun 5, 2022 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Enhancing Fairness of Visual Attribute Predictors | Jul 7, 2022 | AttributeFairness | CodeCode Available | 0 | 5 |
| Enhancing Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Automatic Feature Fairness in Recommendation via Adversaries | Sep 27, 2023 | FairnessRecommendation Systems | CodeCode Available | 0 | 5 |
| Exploring the Reliability of Large Language Models as Customized Evaluators for Diverse NLP Tasks | Oct 30, 2023 | FairnessMath | CodeCode Available | 0 | 5 |
| Embracing Fairness in Consumer Electricity Markets using an Automatic Market Maker | Jul 30, 2024 | Fairness | CodeCode Available | 0 | 5 |
| A Convex Framework for Fair Regression | Jun 7, 2017 | Fairnessregression | 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 |
| FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge | May 12, 2025 | Fairness | CodeCode Available | 0 | 5 |
| A Generic Framework for Conformal Fairness | May 22, 2025 | Conformal PredictionFairness | CodeCode Available | 0 | 5 |
