| OxonFair: A Flexible Toolkit for Algorithmic Fairness | Jun 30, 2024 | ArticlesBinary Classification | CodeCode Available | 1 |
| A Survey on Data Quality Dimensions and Tools for Machine Learning | Jun 28, 2024 | FairnessSurvey | CodeCode Available | 1 |
| Learning Interpretable Legal Case Retrieval via Knowledge-Guided Case Reformulation | Jun 28, 2024 | ArticlesFairness | CodeCode Available | 1 |
| MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens | Jun 21, 2024 | 4kFairness | CodeCode Available | 1 |
| AITTI: Learning Adaptive Inclusive Token for Text-to-Image Generation | Jun 18, 2024 | AttributeFairness | CodeCode Available | 1 |
| Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments | Jun 17, 2024 | FairnessLanguage Modeling | CodeCode Available | 1 |
| Unveiling and Mitigating Bias in Mental Health Analysis with Large Language Models | Jun 17, 2024 | Fairness | CodeCode Available | 1 |
| The Devil is in the Neurons: Interpreting and Mitigating Social Biases in Pre-trained Language Models | Jun 14, 2024 | FairnessLanguage Modeling | CodeCode Available | 1 |
| A Large-scale Universal Evaluation Benchmark For Face Forgery Detection | Jun 13, 2024 | DiversityFace Generation | CodeCode Available | 1 |
| Using Self-supervised Learning Can Improve Model Fairness | Jun 4, 2024 | Fairnessmodel | CodeCode Available | 1 |
| Redefining Contributions: Shapley-Driven Federated Learning | Jun 1, 2024 | Collaborative FairnessContribution Assessment | CodeCode Available | 1 |
| Pursuing Overall Welfare in Federated Learning through Sequential Decision Making | May 31, 2024 | Decision MakingFairness | CodeCode Available | 1 |
| Measuring and Mitigating Bias for Tabular Datasets with Multiple Protected Attributes | May 29, 2024 | AttributeFairness | CodeCode Available | 1 |
| Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity | May 26, 2024 | DiversityFairness | CodeCode Available | 1 |
| Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis | May 14, 2024 | Fairnessimage-classification | CodeCode Available | 1 |
| A Unified Post-Processing Framework for Group Fairness in Classification | May 7, 2024 | AttributeFairness | CodeCode Available | 1 |
| From Optimization to Generalization: Fair Federated Learning against Quality Shift via Inter-Client Sharpness Matching | Apr 27, 2024 | FairnessFederated Learning | CodeCode Available | 1 |
| Global Concept Explanations for Graphs by Contrastive Learning | Apr 25, 2024 | Contrastive LearningFairness | CodeCode Available | 1 |
| SynthEval: A Framework for Detailed Utility and Privacy Evaluation of Tabular Synthetic Data | Apr 24, 2024 | BenchmarkingFairness | CodeCode Available | 1 |
| Unveiling and Mitigating Generalized Biases of DNNs through the Intrinsic Dimensions of Perceptual Manifolds | Apr 22, 2024 | Fairness | CodeCode Available | 1 |
| OpenBias: Open-set Bias Detection in Text-to-Image Generative Models | Apr 11, 2024 | Bias DetectionFairness | CodeCode Available | 1 |
| FreeEval: A Modular Framework for Trustworthy and Efficient Evaluation of Large Language Models | Apr 9, 2024 | FairnessGPU | CodeCode Available | 1 |
| Many-Objective Evolutionary Influence Maximization: Balancing Spread, Budget, Fairness, and Time | Mar 27, 2024 | Fairness | CodeCode Available | 1 |
| Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients | Mar 26, 2024 | FairnessRecommendation Systems | CodeCode Available | 1 |
| Distributionally Generative Augmentation for Fair Facial Attribute Classification | Mar 11, 2024 | AttributeClassification | CodeCode Available | 1 |
