| Addressing Fairness, Bias and Class Imbalance in Machine Learning: the FBI-loss | May 13, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| PraFFL: A Preference-Aware Scheme in Fair Federated Learning | Apr 13, 2024 | FairnessFederated Learning | CodeCode Available | 0 |
| Enhanced SPS Velocity-adaptive Scheme: Access Fairness in 5G NR V2I Networks | Jan 14, 2025 | FairnessScheduling | CodeCode Available | 0 |
| Minimax Optimal Fair Classification with Bounded Demographic Disparity | Mar 27, 2024 | Binary ClassificationClassification | CodeCode Available | 0 |
| Balancing Efficiency and Fairness in On-Demand Ridesourcing | Dec 1, 2019 | Fairness | CodeCode Available | 0 |
| Mining bias-target Alignment from Voronoi Cells | May 5, 2023 | Fairness | CodeCode Available | 0 |
| Pragmatic Fairness: Developing Policies with Outcome Disparity Control | Jan 28, 2023 | AttributeBlocking | CodeCode Available | 0 |
| Classification Under Misspecification: Halfspaces, Generalized Linear Models, and Connections to Evolvability | Jun 8, 2020 | FairnessGeneral Classification | CodeCode Available | 0 |
| Misinformation Resilient Search Rankings with Webgraph-based Interventions | Apr 13, 2024 | FairnessMisinformation | CodeCode Available | 0 |
| Precarity: Modeling the Long Term Effects of Compounded Decisions on Individual Instability | Apr 24, 2021 | Decision MakingFairness | CodeCode Available | 0 |
| Scalable Fair Clustering | Feb 10, 2019 | ClusteringFairness | CodeCode Available | 0 |
| Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement | Jun 3, 2024 | Anomaly DetectionDecision Making | CodeCode Available | 0 |
| Enhancing Fairness of Visual Attribute Predictors | Jul 7, 2022 | AttributeFairness | CodeCode Available | 0 |
| Aligning (Medical) LLMs for (Counterfactual) Fairness | Aug 22, 2024 | counterfactualFairness | CodeCode Available | 0 |
| Mitigating Algorithmic Bias with Limited Annotations | Jul 20, 2022 | Fairness | CodeCode Available | 0 |
| Generative Interpretation | Aug 14, 2023 | Fairness | CodeCode Available | 0 |
| Enhancing Group Fairness in Online Settings Using Oblique Decision Forests | Oct 17, 2023 | Fairness | CodeCode Available | 0 |
| Towards providing reliable job completion time predictions using PCS | Jan 18, 2024 | FairnessGPU | CodeCode Available | 0 |
| Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems | Sep 29, 2024 | FairnessOpen-Domain Question Answering | CodeCode Available | 0 |
| Algorithms and Learning for Fair Portfolio Design | Jun 12, 2020 | Fairness | CodeCode Available | 0 |
| CLAIM: An Intent-Driven Multi-Agent Framework for Analyzing Manipulation in Courtroom Dialogues | Jun 4, 2025 | Decision MakingFairness | CodeCode Available | 0 |
| Enhancing Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Scalable Robust Kidney Exchange | Nov 8, 2018 | Combinatorial OptimizationFairness | CodeCode Available | 0 |
| Enhancing New-item Fairness in Dynamic Recommender Systems | Apr 30, 2025 | FairnessKnowledge Distillation | CodeCode Available | 0 |
| Scalable Spectral Clustering with Group Fairness Constraints | Oct 28, 2022 | ClusteringFairness | CodeCode Available | 0 |
