| The Unfairness of Popularity Bias in Book Recommendation | Feb 27, 2022 | FairnessRecommendation Systems | CodeCode Available | 0 |
| ALTER: Auxiliary Text Rewriting Tool for Natural Language Generation | Sep 14, 2019 | FairnessStyle Transfer | CodeCode Available | 0 |
| Constructing a Psychometric Testbed for Fair Natural Language Processing | Nov 1, 2021 | BenchmarkingFairness | CodeCode Available | 0 |
| Constrained Sampling with Primal-Dual Langevin Monte Carlo | Nov 1, 2024 | Bayesian Inferencecounterfactual | CodeCode Available | 0 |
| Consistent Multiclass Algorithms for Complex Metrics and Constraints | Oct 18, 2022 | Fairness | CodeCode Available | 0 |
| Marginal-Certainty-aware Fair Ranking Algorithm | Dec 18, 2022 | Fairness | CodeCode Available | 0 |
| DRoP: Distributionally Robust Pruning | Apr 8, 2024 | Fairness | CodeCode Available | 0 |
| Debiased Noise Editing on Foundation Models for Fair Medical Image Classification | Mar 10, 2024 | ClassificationFairness | CodeCode Available | 0 |
| Penalizing Unfairness in Binary Classification | Jun 30, 2017 | Binary ClassificationClassification | CodeCode Available | 0 |
| RobustFair: Adversarial Evaluation through Fairness Confusion Directed Gradient Search | May 18, 2023 | Data AugmentationFairness | CodeCode Available | 0 |
| Robust Fair Clustering: A Novel Fairness Attack and Defense Framework | Oct 4, 2022 | Adversarial AttackClustering | CodeCode Available | 0 |
| A Fair Empirical Risk Minimization with Generalized Entropy | Feb 24, 2022 | ClassificationFairness | CodeCode Available | 0 |
| Balancing Utility and Fairness in Submodular Maximization (Technical Report) | Nov 2, 2022 | Combinatorial OptimizationData Summarization | CodeCode Available | 0 |
| Conformal Prediction Sets Can Cause Disparate Impact | Oct 2, 2024 | Conformal PredictionFairness | CodeCode Available | 0 |
| FedMRL: Data Heterogeneity Aware Federated Multi-agent Deep Reinforcement Learning for Medical Imaging | Jul 8, 2024 | Deep Reinforcement LearningFairness | CodeCode Available | 0 |
| Robust Fairness under Covariate Shift | Oct 11, 2020 | Fairness | CodeCode Available | 0 |
| Robust Fairness Vision-Language Learning for Medical Image Analysis | May 6, 2025 | FairnessMedical Image Analysis | CodeCode Available | 0 |
| FedSAC: Dynamic Submodel Allocation for Collaborative Fairness in Federated Learning | May 28, 2024 | Collaborative FairnessFairness | CodeCode Available | 0 |
| FedStaleWeight: Buffered Asynchronous Federated Learning with Fair Aggregation via Staleness Reweighting | Jun 5, 2024 | FairnessFederated Learning | CodeCode Available | 0 |
| Perfectly Parallel Fairness Certification of Neural Networks | Dec 5, 2019 | Decision MakingFairness | CodeCode Available | 0 |
| FedVal: Different good or different bad in federated learning | Jun 6, 2023 | FairnessFederated Learning | CodeCode Available | 0 |
| Master your Metrics with Calibration | Sep 6, 2019 | Fairness | CodeCode Available | 0 |
| Robustly Improving LLM Fairness in Realistic Settings via Interpretability | Jun 12, 2025 | AttributeFairness | CodeCode Available | 0 |
| FEIR: Quantifying and Reducing Envy and Inferiority for Fair Recommendation of Limited Resources | Nov 8, 2023 | FairnessRecommendation Systems | CodeCode Available | 0 |
| Conformalized Fairness via Quantile Regression | Oct 5, 2022 | Conformal PredictionFairness | CodeCode Available | 0 |
