| Fair In-Context Learning via Latent Concept Variables | Nov 4, 2024 | Data AugmentationFairness | CodeCode Available | 0 | 5 |
| FairJob: A Real-World Dataset for Fairness in Online Systems | Jul 3, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| Automated Bias Assessment in AI-Generated Educational Content Using CEAT Framework | May 19, 2025 | FairnessRetrieval-augmented Generation | CodeCode Available | 0 | 5 |
| Beyond Models! Explainable Data Valuation and Metric Adaption for Recommendation | Feb 12, 2025 | Data ValuationFairness | CodeCode Available | 0 | 5 |
| Policy Learning with Observational Data | Feb 9, 2017 | FairnessForm | CodeCode Available | 0 | 5 |
| Beyond Parity: Fairness Objectives for Collaborative Filtering | May 24, 2017 | Collaborative FilteringFairness | CodeCode Available | 0 | 5 |
| Impossibility theorems involving weakenings of expansion consistency and resoluteness in voting | Aug 14, 2022 | Fairness | CodeCode Available | 0 | 5 |
| Verifying Tree Ensembles by Reasoning about Potential Instances | Jan 31, 2020 | AttributeFairness | CodeCode Available | 0 | 5 |
| Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms | Aug 22, 2019 | Data ValuationFairness | CodeCode Available | 0 | 5 |
| Certified Defense on the Fairness of Graph Neural Networks | Nov 5, 2023 | FairnessGraph Learning | CodeCode Available | 0 | 5 |
| Efficient Algorithms For Fair Clustering with a New Fairness Notion | Sep 2, 2021 | AttributeClustering | CodeCode Available | 0 | 5 |
| FairMILE: Towards an Efficient Framework for Fair Graph Representation Learning | Nov 17, 2022 | FairnessGraph Embedding | CodeCode Available | 0 | 5 |
| Efficient Estimation of Shortest-Path Distance Distributions to Samples in Graphs | Feb 21, 2025 | Fairness | CodeCode Available | 0 | 5 |
| FAIRM: Learning invariant representations for algorithmic fairness and domain generalization with minimax optimality | Apr 2, 2024 | DiversityDomain Generalization | CodeCode Available | 0 | 5 |
| Anchor-Changing Regularized Natural Policy Gradient for Multi-Objective Reinforcement Learning | Jun 10, 2022 | FairnessMulti-Objective Reinforcement Learning | CodeCode Available | 0 | 5 |
| Fairness-Accuracy Trade-Offs: A Causal Perspective | May 24, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| A Distributed Fair Machine Learning Framework with Private Demographic Data Protection | Sep 17, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 | 5 |
| Fairness and bias correction in machine learning for depression prediction: results from four study populations | Nov 10, 2022 | FairnessModel Selection | CodeCode Available | 0 | 5 |
| Fairness and Missing Values | May 29, 2019 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Fairness and/or Privacy on Social Graphs | Mar 3, 2025 | FairnessGraph Learning | CodeCode Available | 0 | 5 |
| Fairness and Robustness in Invariant Learning: A Case Study in Toxicity Classification | Nov 12, 2020 | BIG-bench Machine LearningCausal Discovery | CodeCode Available | 0 | 5 |
| Auto-Arena: Automating LLM Evaluations with Agent Peer Battles and Committee Discussions | May 30, 2024 | ChatbotFairness | CodeCode Available | 0 | 5 |
| Achieving Model Fairness in Vertical Federated Learning | Sep 17, 2021 | BIG-bench Machine LearningFairness | CodeCode Available | 0 | 5 |
| Algorithmic Fairness Generalization under Covariate and Dependence Shifts Simultaneously | Nov 23, 2023 | Domain GeneralizationFairness | CodeCode Available | 0 | 5 |
| AI-driven Prices for Externalities and Sustainability in Production Markets | Jun 10, 2021 | Deep Reinforcement LearningFairness | CodeCode Available | 0 | 5 |
