| Fairness Measures for Regression via Probabilistic Classification | Jan 16, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| Too Relaxed to Be Fair | Jan 1, 2020 | Fairness | CodeCode Available | 1 |
| Maintaining Discrimination and Fairness in Class Incremental Learning | Nov 16, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Learning Fairness in Multi-Agent Systems | Oct 31, 2019 | FairnessHierarchical Reinforcement Learning | CodeCode Available | 1 |
| FAT Forensics: A Python Toolbox for Algorithmic Fairness, Accountability and Transparency | Sep 11, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| Fair Regression: Quantitative Definitions and Reduction-based Algorithms | May 30, 2019 | AttributeFairness | CodeCode Available | 1 |
| Agnostic Federated Learning | Feb 1, 2019 | Cloud ComputingDomain Adaptation | CodeCode Available | 1 |
| Aequitas: A Bias and Fairness Audit Toolkit | Nov 14, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Delayed Impact of Fair Machine Learning | Mar 12, 2018 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| A comparative study of fairness-enhancing interventions in machine learning | Feb 13, 2018 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| Mitigating Unwanted Biases with Adversarial Learning | Jan 22, 2018 | FairnessGeneral Classification | CodeCode Available | 1 |
| Provably Fair Representations | Oct 12, 2017 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| From Parity to Preference-based Notions of Fairness in Classification | Jun 30, 2017 | ClassificationDecision Making | CodeCode Available | 1 |
| Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment | Oct 26, 2016 | Decision MakingFairness | CodeCode Available | 1 |
| Fairness Constraints: Mechanisms for Fair Classification | Jul 19, 2015 | ClassificationDecision Making | CodeCode Available | 1 |
| A Reproducibility Study of Product-side Fairness in Bundle Recommendation | Jul 18, 2025 | FairnessRecommendation Systems | CodeCode Available | 0 |
| FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient | Jul 17, 2025 | FairnessFederated Learning | —Unverified | 0 |
| Looking for Fairness in Recommender Systems | Jul 16, 2025 | FairnessRecommendation Systems | —Unverified | 0 |
| FADE: Adversarial Concept Erasure in Flow Models | Jul 16, 2025 | FairnessImage Generation | —Unverified | 0 |
| Guiding LLM Decision-Making with Fairness Reward Models | Jul 15, 2025 | Decision MakingFairness | CodeCode Available | 0 |
| Fairness-Aware Secure Integrated Sensing and Communications with Fractional Programming | Jul 15, 2025 | FairnessISAC | —Unverified | 0 |
| Meta-Reinforcement Learning for Fast and Data-Efficient Spectrum Allocation in Dynamic Wireless Networks | Jul 13, 2025 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Fairness Is Not Enough: Auditing Competence and Intersectional Bias in AI-powered Resume Screening | Jul 11, 2025 | Fairness | CodeCode Available | 0 |
| Towards Collaborative Fairness in Federated Learning Under Imbalanced Covariate Shift | Jul 11, 2025 | Collaborative FairnessFairness | —Unverified | 0 |
| Graph Learning | Jul 8, 2025 | Drug DiscoveryFairness | —Unverified | 0 |
