| What is Fair? Defining Fairness in Machine Learning for Health | Jun 13, 2024 | Decision MakingFairness | 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 |
| Fair Supervised Learning with A Simple Random Sampler of Sensitive Attributes | Nov 10, 2023 | Fairness | CodeCode Available | 0 | 5 |
| FairSync: Ensuring Amortized Group Exposure in Distributed Recommendation Retrieval | Feb 16, 2024 | Distributed OptimizationFairness | CodeCode Available | 0 | 5 |
| Fair Densities via Boosting the Sufficient Statistics of Exponential Families | Dec 1, 2020 | Fairness | CodeCode Available | 0 | 5 |
| FairTP: A Prolonged Fairness Framework for Traffic Prediction | Dec 18, 2024 | FairnessPrediction | CodeCode Available | 0 | 5 |
| Embracing Fairness in Consumer Electricity Markets using an Automatic Market Maker | Jul 30, 2024 | Fairness | CodeCode Available | 0 | 5 |
| Empirical Risk Minimization under Fairness Constraints | Feb 23, 2018 | 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 |
| FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning | Apr 10, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 | 5 |
| Disparate Vulnerability to Membership Inference Attacks | Jun 2, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 | 5 |
| Endowing Pre-trained Graph Models with Provable Fairness | Feb 19, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| FAL-CUR: Fair Active Learning using Uncertainty and Representativeness on Fair Clustering | Sep 21, 2022 | Active LearningClustering | CodeCode Available | 0 | 5 |
| FAP-CD: Fairness-Driven Age-Friendly Community Planning via Conditional Diffusion Generation | Dec 21, 2024 | AttributeDenoising | CodeCode Available | 0 | 5 |
| Enhancing New-item Fairness in Dynamic Recommender Systems | Apr 30, 2025 | FairnessKnowledge Distillation | CodeCode Available | 0 | 5 |
| Certified Defense on the Fairness of Graph Neural Networks | Nov 5, 2023 | FairnessGraph Learning | CodeCode Available | 0 | 5 |
| Auditing Fairness by Betting | May 27, 2023 | Fairnessvalid | CodeCode Available | 0 | 5 |
| Data Stream Sampling with Fuzzy Task Boundaries and Noisy Labels | Apr 7, 2024 | Continual LearningFairness | CodeCode Available | 0 | 5 |
| Auditing Fairness under Unobserved Confounding | Mar 18, 2024 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| FAtNet: Cost-Effective Approach Towards Mitigating the Linguistic Bias in Speaker Verification Systems | Jul 1, 2022 | Domain AdaptationFairness | CodeCode Available | 0 | 5 |
| Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms | Aug 22, 2019 | Data ValuationFairness | CodeCode Available | 0 | 5 |
| Auditing for Spatial Fairness | Feb 23, 2023 | AttributeFairness | CodeCode Available | 0 | 5 |
| EiX-GNN : Concept-level eigencentrality explainer for graph neural networks | Jun 7, 2022 | FairnessTransfer Learning | CodeCode Available | 0 | 5 |
| Colombian Waitresses y Jueces canadienses: Gender and Country Biases in Occupation Recommendations from LLMs | May 5, 2025 | Fairness | CodeCode Available | 0 | 5 |
| Efficient Estimation of Shortest-Path Distance Distributions to Samples in Graphs | Feb 21, 2025 | Fairness | CodeCode Available | 0 | 5 |
