| Fairness Under Cover: Evaluating the Impact of Occlusions on Demographic Bias in Facial Recognition | Aug 19, 2024 | Face RecognitionFairness | CodeCode Available | 0 | 5 |
| Fairness Under Demographic Scarce Regime | Jul 24, 2023 | AttributeConformal Prediction | CodeCode Available | 0 | 5 |
| Enhancing New-item Fairness in Dynamic Recommender Systems | Apr 30, 2025 | FairnessKnowledge Distillation | CodeCode Available | 0 | 5 |
| A Unifying Post-Processing Framework for Multi-Objective Learn-to-Defer Problems | Jul 17, 2024 | FairnessLEMMA | CodeCode Available | 0 | 5 |
| A Unifying Perspective on Multi-Calibration: Game Dynamics for Multi-Objective Learning | Feb 21, 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 |
| Fairness without Demographics through Knowledge Distillation | Nov 1, 2022 | FairnessKnowledge Distillation | CodeCode Available | 0 | 5 |
| Fairness without Demographics through Learning Graph of Gradients | Dec 4, 2024 | AttributeFairness | CodeCode Available | 0 | 5 |
| An Algorithmic Framework for Fairness Elicitation | May 25, 2019 | FairnessGeneralization Bounds | CodeCode Available | 0 | 5 |
| Embracing Fairness in Consumer Electricity Markets using an Automatic Market Maker | Jul 30, 2024 | Fairness | CodeCode Available | 0 | 5 |
| Fair Machine Learning under Limited Demographically Labeled Data | Jun 3, 2021 | BIG-bench Machine LearningBilevel Optimization | 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 |
| EiX-GNN : Concept-level eigencentrality explainer for graph neural networks | Jun 7, 2022 | FairnessTransfer Learning | CodeCode Available | 0 | 5 |
| A Classification of Feedback Loops and Their Relation to Biases in Automated Decision-Making Systems | May 10, 2023 | Decision MakingFairness | CodeCode Available | 0 | 5 |
| Individual Fairness under Varied Notions of Group Fairness in Bipartite Matching - One Framework to Approximate Them All | Aug 21, 2022 | AllFairness | CodeCode Available | 0 | 5 |
| Bipartite Ranking Fairness through a Model Agnostic Ordering Adjustment | Jul 27, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Certified Defense on the Fairness of Graph Neural Networks | Nov 5, 2023 | FairnessGraph Learning | CodeCode Available | 0 | 5 |
| Policy Learning with Observational Data | Feb 9, 2017 | FairnessForm | CodeCode Available | 0 | 5 |
| Achieving Distributive Justice in Federated Learning via Uncertainty Quantification | Apr 22, 2025 | EthicsFairness | CodeCode Available | 0 | 5 |
| A New Perspective to Boost Performance Fairness for Medical Federated Learning | Oct 12, 2024 | FairnessFederated Learning | CodeCode Available | 0 | 5 |
| Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms | Aug 22, 2019 | Data ValuationFairness | 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 |
| Blind Justice: Fairness with Encrypted Sensitive Attributes | Jun 8, 2018 | Fairness | CodeCode Available | 0 | 5 |
| Enhancing Robust Fairness via Confusional Spectral Regularization | Jan 22, 2025 | Fairness | CodeCode Available | 0 | 5 |
| Cross-model Fairness: Empirical Study of Fairness and Ethics Under Model Multiplicity | Mar 14, 2022 | EthicsFairness | CodeCode Available | 0 | 5 |
