| Bias-Aware Agent: Enhancing Fairness in AI-Driven Knowledge Retrieval | Mar 27, 2025 | FairnessInformation Retrieval | CodeCode Available | 0 | 5 |
| Verifying Tree Ensembles by Reasoning about Potential Instances | Jan 31, 2020 | AttributeFairness | CodeCode Available | 0 | 5 |
| Adjusting for Bias with Procedural Data | Apr 3, 2022 | FairnessRepresentation Learning | 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 |
| Bias Disparity in Collaborative Recommendation: Algorithmic Evaluation and Comparison | Aug 2, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 | 5 |
| EiX-GNN : Concept-level eigencentrality explainer for graph neural networks | Jun 7, 2022 | FairnessTransfer Learning | CodeCode Available | 0 | 5 |
| Certified Defense on the Fairness of Graph Neural Networks | Nov 5, 2023 | FairnessGraph Learning | CodeCode Available | 0 | 5 |
| Auto-Arena: Automating LLM Evaluations with Agent Peer Battles and Committee Discussions | May 30, 2024 | ChatbotFairness | CodeCode Available | 0 | 5 |
| AI-driven Prices for Externalities and Sustainability in Production Markets | Jun 10, 2021 | Deep Reinforcement LearningFairness | CodeCode Available | 0 | 5 |
| An Empirical Study of Gendered Stereotypes in Emotional Attributes for Bangla in Multilingual Large Language Models | Jul 8, 2024 | Fairness | CodeCode Available | 0 | 5 |
| Fair Resource Allocation in Federated Learning | May 25, 2019 | FairnessFederated Learning | CodeCode Available | 0 | 5 |
| Empirical Risk Minimization under Fairness Constraints | Feb 23, 2018 | Fairness | CodeCode Available | 0 | 5 |
| Fairness in Forecasting of Observations of Linear Dynamical Systems | Sep 12, 2022 | FairnessTime Series | CodeCode Available | 0 | 5 |
| Efficient Estimation of Shortest-Path Distance Distributions to Samples in Graphs | Feb 21, 2025 | Fairness | CodeCode Available | 0 | 5 |
| BiasGuard: Guardrailing Fairness in Machine Learning Production Systems | Jan 7, 2025 | AttributeFairness | CodeCode Available | 0 | 5 |
| An Empirical Study of Rich Subgroup Fairness for Machine Learning | Aug 24, 2018 | BIG-bench Machine LearningFairness | CodeCode Available | 0 | 5 |
| A Unifying Post-Processing Framework for Multi-Objective Learn-to-Defer Problems | Jul 17, 2024 | FairnessLEMMA | CodeCode Available | 0 | 5 |
| Fairness Is Not Enough: Auditing Competence and Intersectional Bias in AI-powered Resume Screening | Jul 11, 2025 | Fairness | CodeCode Available | 0 | 5 |
| A Unifying Perspective on Multi-Calibration: Game Dynamics for Multi-Objective Learning | Feb 21, 2023 | Fairness | CodeCode Available | 0 | 5 |
| Fairness Improvement with Multiple Protected Attributes: How Far Are We? | Jul 25, 2023 | AttributeFairness | 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 |
| Policy Learning with Observational Data | Feb 9, 2017 | FairnessForm | CodeCode Available | 0 | 5 |
| Fairness of Exposure in Online Restless Multi-armed Bandits | Feb 9, 2024 | FairnessMulti-Armed Bandits | CodeCode Available | 0 | 5 |
| A Brief Tutorial on Sample Size Calculations for Fairness Audits | Dec 7, 2023 | Binary ClassificationFairness | CodeCode Available | 0 | 5 |
| Equalized odds postprocessing under imperfect group information | Jun 7, 2019 | AttributeFairness | CodeCode Available | 0 | 5 |
