| Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness setting | Feb 16, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Zipf Matrix Factorization : Matrix Factorization with Matthew Effect Reduction | Jun 1, 2021 | FairnessLearning-To-Rank | CodeCode Available | 0 |
| LoGoFair: Post-Processing for Local and Global Fairness in Federated Learning | Mar 21, 2025 | FairnessFederated Learning | CodeCode Available | 0 |
| Counterfactually Fair Representation | Nov 9, 2023 | counterfactualFairness | CodeCode Available | 0 |
| What's the Harm? Sharp Bounds on the Fraction Negatively Affected by Treatment | May 20, 2022 | Causal InferenceFairness | CodeCode Available | 0 |
| An Empirical Study of Gendered Stereotypes in Emotional Attributes for Bangla in Multilingual Large Language Models | Jul 8, 2024 | Fairness | CodeCode Available | 0 |
| An Empirical Comparison of Bias Reduction Methods on Real-World Problems in High-Stakes Policy Settings | May 13, 2021 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| FairRR: Pre-Processing for Group Fairness through Randomized Response | Mar 12, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| A Framework for Democratizing AI | Jan 1, 2020 | Fairness | CodeCode Available | 0 |
| Long-Term Fair Decision Making through Deep Generative Models | Jan 20, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| Fair Sampling in Diffusion Models through Switching Mechanism | Jan 6, 2024 | AttributeFairness | CodeCode Available | 0 |
| Scalable and Order-robust Continual Learning with Additive Parameter Decomposition | Feb 25, 2019 | Continual LearningFairness | CodeCode Available | 0 |
| Anchor-Changing Regularized Natural Policy Gradient for Multi-Objective Reinforcement Learning | Jun 10, 2022 | FairnessMulti-Objective Reinforcement Learning | CodeCode Available | 0 |
| Counterfactually Fair Prediction Using Multiple Causal Models | Oct 1, 2018 | counterfactualFairness | CodeCode Available | 0 |
| Towards Harmless Rawlsian Fairness Regardless of Demographic Prior | Nov 4, 2024 | Fairness | CodeCode Available | 0 |
| Counterfactual Graph Augmentation for Consumer Unfairness Mitigation in Recommender Systems | Aug 23, 2023 | counterfactualFairness | CodeCode Available | 0 |
| A Convex Framework for Fair Regression | Jun 7, 2017 | Fairnessregression | CodeCode Available | 0 |
| FairSense: Long-Term Fairness Analysis of ML-Enabled Systems | Jan 3, 2025 | Fairness | CodeCode Available | 0 |
| Fair Sequential Selection Using Supervised Learning Models | Oct 26, 2021 | Fairness | CodeCode Available | 0 |
| Long-Term Fairness in Sequential Multi-Agent Selection with Positive Reinforcement | Jul 10, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| Towards Algorithmic Fairness by means of Instance-level Data Re-weighting based on Shapley Values | Mar 3, 2023 | Data ValuationDecision Making | CodeCode Available | 0 |
| Impossibility theorems involving weakenings of expansion consistency and resoluteness in voting | Aug 14, 2022 | Fairness | CodeCode Available | 0 |
| FairSight: Visual Analytics for Fairness in Decision Making | Aug 1, 2019 | Decision MakingDiagnostic | CodeCode Available | 0 |
| Sustaining Fairness via Incremental Learning | Aug 25, 2022 | FairnessIncremental Learning | CodeCode Available | 0 |
| Lookahead Counterfactual Fairness | Dec 2, 2024 | counterfactualFairness | CodeCode Available | 0 |
