| The effect of differential victim crime reporting on predictive policing systems | Jan 30, 2021 | Fairness | CodeCode Available | 0 |
| Improved Approximation for Fair Correlation Clustering | Jun 9, 2022 | ClusteringFairness | CodeCode Available | 0 |
| Improving Adversarial Robust Fairness via Anti-Bias Soft Label Distillation | Dec 9, 2023 | Adversarial RobustnessFairness | CodeCode Available | 0 |
| Prototype Based Classification from Hierarchy to Fairness | May 27, 2022 | ClassificationFairness | CodeCode Available | 0 |
| Multi-Target Multiplicity: Flexibility and Fairness in Target Specification under Resource Constraints | Jun 23, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| Fair Classification with Adversarial Perturbations | Jun 10, 2021 | ClassificationFairness | CodeCode Available | 0 |
| Fair Classification with Group-Dependent Label Noise | Oct 31, 2020 | ClassificationFairness | CodeCode Available | 0 |
| Fair Classification with Noisy Protected Attributes: A Framework with Provable Guarantees | Jun 8, 2020 | FairnessGeneral Classification | CodeCode Available | 0 |
| Fair Classification with Partial Feedback: An Exploration-Based Data Collection Approach | Feb 17, 2024 | Fairness | CodeCode Available | 0 |
| Fair Decisions Despite Imperfect Predictions | Feb 8, 2019 | Causal InferenceDecision Making | CodeCode Available | 0 |
| Fairness Without Harm: An Influence-Guided Active Sampling Approach | Feb 20, 2024 | Active LearningAttribute | CodeCode Available | 0 |
| Multitask Learning Can Improve Worst-Group Outcomes | Dec 5, 2023 | Fairness | CodeCode Available | 0 |
| Differentially Private Random Feature Model | Dec 6, 2024 | Fairnessmodel | CodeCode Available | 0 |
| The Effect of Heterogeneous Data for Alzheimer's Disease Detection from Speech | Nov 29, 2018 | Alzheimer's Disease DetectionFairness | CodeCode Available | 0 |
| Fair Clustering: A Causal Perspective | Dec 14, 2023 | ClusteringDecision Making | CodeCode Available | 0 |
| Simulating counterfactuals | Jun 27, 2023 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Fairness under Covariate Shift: Improving Fairness-Accuracy tradeoff with few Unlabeled Test Samples | Oct 11, 2023 | FairnessOut-of-Distribution Generalization | CodeCode Available | 0 |
| Hypergraph Clustering for Finding Diverse and Experienced Groups | Jun 10, 2020 | ClusteringDiversity | CodeCode Available | 0 |
| Simulating Training Data Leakage in Multiple-Choice Benchmarks for LLM Evaluation | May 30, 2025 | Continual PretrainingFairness | CodeCode Available | 0 |
| Simulation-Driven Balancing of Competitive Game Levels with Reinforcement Learning | Mar 24, 2025 | Fairness | CodeCode Available | 0 |
| Multiwinner Voting with Fairness Constraints | Oct 27, 2017 | AttributeFairness | CodeCode Available | 0 |
| Caseformer: Pre-training for Legal Case Retrieval Based on Inter-Case Distinctions | Nov 1, 2023 | FairnessRetrieval | CodeCode Available | 0 |
| MurTree: Optimal Classification Trees via Dynamic Programming and Search | Jul 24, 2020 | ClassificationFairness | CodeCode Available | 0 |
| FairCoder: Evaluating Social Bias of LLMs in Code Generation | Jan 9, 2025 | Code GenerationFairness | CodeCode Available | 0 |
| Improving Fairness in AI Models on Electronic Health Records: The Case for Federated Learning Methods | May 19, 2023 | FairnessFederated Learning | CodeCode Available | 0 |
