| SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning | May 31, 2021 | FairnessMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| SMoA: Improving Multi-agent Large Language Models with Sparse Mixture-of-Agents | Nov 5, 2024 | DiversityFairness | CodeCode Available | 1 |
| SOCRATES: Towards a Unified Platform for Neural Network Analysis | Jul 22, 2020 | Face RecognitionFairness | CodeCode Available | 1 |
| SPRec: Leveraging Self-Play to Debias Preference Alignment for Large Language Model-based Recommendations | Dec 12, 2024 | FairnessLanguage Modeling | CodeCode Available | 1 |
| A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges | Oct 21, 2022 | BenchmarkingCommunity Detection | CodeCode Available | 1 |
| AugmentedPCA: A Python Package of Supervised and Adversarial Linear Factor Models | Jan 7, 2022 | Fairness | CodeCode Available | 1 |
| Aequitas: A Bias and Fairness Audit Toolkit | Nov 14, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| SynthEval: A Framework for Detailed Utility and Privacy Evaluation of Tabular Synthetic Data | Apr 24, 2024 | BenchmarkingFairness | CodeCode Available | 1 |
| BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation | Oct 14, 2022 | FairnessLanguage Modeling | CodeCode Available | 1 |
| CaPC Learning: Confidential and Private Collaborative Learning | Feb 9, 2021 | FairnessFederated Learning | CodeCode Available | 1 |
| Counterfactual Inference for Text Classification Debiasing | Aug 1, 2021 | Classificationcounterfactual | CodeCode Available | 1 |
| The Devil is in the GAN: Backdoor Attacks and Defenses in Deep Generative Models | Aug 3, 2021 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 1 |
| Addressing Algorithmic Disparity and Performance Inconsistency in Federated Learning | Aug 19, 2021 | AllFairness | CodeCode Available | 1 |
| Tilted Empirical Risk Minimization | Jul 2, 2020 | Fairness | CodeCode Available | 1 |
| "Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters | Oct 13, 2023 | BenchmarkingFairness | CodeCode Available | 1 |
| A Framework for Fairer Machine Learning in Organizations | Sep 10, 2020 | BIG-bench Machine LearningEthics | —Unverified | 0 |
| A Conceptual Framework for Ethical Evaluation of Machine Learning Systems | Aug 5, 2024 | EthicsFairness | —Unverified | 0 |
| A Catalog of Fairness-Aware Practices in Machine Learning Engineering | Aug 29, 2024 | Decision MakingFairness | —Unverified | 0 |
| A Framework for Addressing the Risks and Opportunities In AI-Supported Virtual Health Coaches | Oct 12, 2020 | EthicsFairness | —Unverified | 0 |
| A fixed point approach for computing actuarially fair Pareto optimal risk-sharing rules | Mar 9, 2023 | Fairness | —Unverified | 0 |
| A Uniform Concentration Inequality for Kernel-Based Two-Sample Statistics | May 22, 2024 | Dimensionality ReductionFairness | —Unverified | 0 |
| EMO-Debias: Benchmarking Gender Debiasing Techniques in Multi-Label Speech Emotion Recognition | Jun 5, 2025 | BenchmarkingEmotion Recognition | —Unverified | 0 |
| Affirmative Algorithms: The Legal Grounds for Fairness as Awareness | Dec 18, 2020 | Causal InferenceFairness | —Unverified | 0 |
| A Federated Reinforcement Learning Framework for Link Activation in Multi-link Wi-Fi Networks | Apr 28, 2023 | Fairnessreinforcement-learning | —Unverified | 0 |
| A Computational Approach to Improving Fairness in K-means Clustering | May 29, 2025 | ClusteringFairness | —Unverified | 0 |
