| Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments | Jun 17, 2024 | FairnessLanguage Modeling | CodeCode Available | 1 | 5 |
| Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity | May 26, 2024 | DiversityFairness | CodeCode Available | 1 | 5 |
| FairGBM: Gradient Boosting with Fairness Constraints | Sep 16, 2022 | Decision MakingFairness | CodeCode Available | 1 | 5 |
| Minimax Group Fairness: Algorithms and Experiments | Nov 5, 2020 | Fairness | CodeCode Available | 1 | 5 |
| FAIR GPT: A virtual consultant for research data management in ChatGPT | Sep 20, 2024 | FairnessHallucination | CodeCode Available | 1 | 5 |
| FairGrad: Fairness Aware Gradient Descent | Jun 22, 2022 | Fairness | CodeCode Available | 1 | 5 |
| CrossWalk: Fairness-enhanced Node Representation Learning | May 6, 2021 | FairnessLink Prediction | CodeCode Available | 1 | 5 |
| AutoBalance: Optimized Loss Functions for Imbalanced Data | Jan 4, 2022 | Data AugmentationFairness | CodeCode Available | 1 | 5 |
| Fair Mixup: Fairness via Interpolation | Mar 11, 2021 | Data AugmentationFairness | CodeCode Available | 1 | 5 |
| Fairness-Aware Grouping for Continuous Sensitive Variables: Application for Debiasing Face Analysis with respect to Skin Tone | Jul 15, 2025 | Fairness | CodeCode Available | 1 | 5 |
| Computationally Efficient Optimization of Plackett-Luce Ranking Models for Relevance and Fairness | May 3, 2021 | Fairness | CodeCode Available | 1 | 5 |
| Fairness Definitions in Language Models Explained | Jul 26, 2024 | Fairness | CodeCode Available | 1 | 5 |
| Consumer Fairness in Recommender Systems: Contextualizing Definitions and Mitigations | Jan 21, 2022 | FairnessRecommendation Systems | CodeCode Available | 1 | 5 |
| Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning with Shapley Values | Oct 4, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Collaborative Fairness in Federated Learning | Aug 27, 2020 | Collaborative FairnessFairness | CodeCode Available | 1 | 5 |
| Comparing SNNs and RNNs on Neuromorphic Vision Datasets: Similarities and Differences | May 2, 2020 | FairnessGesture Recognition | CodeCode Available | 1 | 5 |
| A Closer Look at AUROC and AUPRC under Class Imbalance | Jan 11, 2024 | Binary ClassificationFairness | CodeCode Available | 1 | 5 |
| Adversarial Graph Embeddings for Fair Influence Maximization over Social Networks | May 8, 2020 | ClusteringFairness | CodeCode Available | 1 | 5 |
| A Closer Look at the Intervention Procedure of Concept Bottleneck Models | Feb 28, 2023 | Fairness | CodeCode Available | 1 | 5 |
| Fairness Measures for Regression via Probabilistic Classification | Jan 16, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 | 5 |
| A comparative study of fairness-enhancing interventions in machine learning | Feb 13, 2018 | BIG-bench Machine LearningFairness | CodeCode Available | 1 | 5 |
| Fairness Reprogramming | Sep 21, 2022 | Fairness | CodeCode Available | 1 | 5 |
| Algorithmic Decision Making with Conditional Fairness | Jun 18, 2020 | Decision MakingFairness | CodeCode Available | 1 | 5 |
| Fair Preprocessing: Towards Understanding Compositional Fairness of Data Transformers in Machine Learning Pipeline | Jun 2, 2021 | BIG-bench Machine LearningFairness | CodeCode Available | 1 | 5 |
| CoCoFL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and Quantization | Mar 10, 2022 | FairnessFederated Learning | CodeCode Available | 1 | 5 |
