| Assessing Disparate Impacts of Personalized Interventions: Identifiability and Bounds | Jun 4, 2019 | FairnessSensitivity | CodeCode Available | 0 |
| Assessing Disparate Impact of Personalized Interventions: Identifiability and Bounds | Dec 1, 2019 | FairnessSensitivity | CodeCode Available | 0 |
| FAWOS: Fairness-Aware Oversampling Algorithm Based on Distributions of Sensitive Attributes | May 27, 2021 | AttributeFairness | CodeCode Available | 0 |
| Fairly Constricted Multi-Objective Particle Swarm Optimization | Apr 10, 2021 | Fairness | CodeCode Available | 0 |
| FDGATII : Fast Dynamic Graph Attention with Initial Residual and Identity Mapping | Oct 21, 2021 | FairnessGraph Attention | CodeCode Available | 0 |
| Systematic analysis of the impact of label noise correction on ML Fairness | Jun 28, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| Path-Specific Causal Reasoning for Fairness-aware Cognitive Diagnosis | Jun 5, 2024 | Attributecognitive diagnosis | CodeCode Available | 0 |
| Feature and Label Embedding Spaces Matter in Addressing Image Classifier Bias | Oct 27, 2021 | AttributeFairness | CodeCode Available | 0 |
| The Unfairness of Active Users and Popularity Bias in Point-of-Interest Recommendation | Feb 27, 2022 | FairnessRecommendation Systems | CodeCode Available | 0 |
| Features or Spurious Artifacts? Data-centric Baselines for Fair and Robust Hate Speech Detection | Jul 1, 2022 | FairnessHate Speech Detection | CodeCode Available | 0 |
| Assessing Demographic Bias Transfer from Dataset to Model: A Case Study in Facial Expression Recognition | May 20, 2022 | Facial Expression RecognitionFacial Expression Recognition (FER) | CodeCode Available | 0 |
| Continuous Management of Machine Learning-Based Application Behavior | Nov 21, 2023 | FairnessManagement | CodeCode Available | 0 |
| ALUE: Arabic Language Understanding Evaluation | Apr 1, 2021 | DiagnosticFairness | CodeCode Available | 0 |
| MANI-Rank: Multiple Attribute and Intersectional Group Fairness for Consensus Ranking | Jul 20, 2022 | AttributeFairness | CodeCode Available | 0 |
| Bayes-Optimal Classifiers under Group Fairness | Feb 20, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| debiaSAE: Benchmarking and Mitigating Vision-Language Model Bias | Oct 17, 2024 | BenchmarkingBias Detection | CodeCode Available | 0 |
| MAPPING: Debiasing Graph Neural Networks for Fair Node Classification with Limited Sensitive Information Leakage | Jan 23, 2024 | AttributeFairness | CodeCode Available | 0 |
| Coresets for Clustering with Fairness Constraints | Jun 20, 2019 | ClusteringFairness | CodeCode Available | 0 |
| Federated Fairness Analytics: Quantifying Fairness in Federated Learning | Aug 15, 2024 | FairnessFederated Learning | CodeCode Available | 0 |
| Systematic Evaluation of Predictive Fairness | Oct 17, 2022 | Binary ClassificationClassification | CodeCode Available | 0 |
| Convex Formulations for Fair Principal Component Analysis | Feb 11, 2018 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| Federated Learning Meets Fairness and Differential Privacy | Aug 23, 2021 | FairnessFederated Learning | CodeCode Available | 0 |
| Who Does the Giant Number Pile Like Best: Analyzing Fairness in Hiring Contexts | Jan 8, 2025 | Decision MakingFairness | CodeCode Available | 0 |
| Federated Learning via Consensus Mechanism on Heterogeneous Data: A New Perspective on Convergence | Nov 21, 2023 | FairnessFederated Learning | CodeCode Available | 0 |
| Contexts Matter: An Empirical Study on Contextual Influence in Fairness Testing for Deep Learning Systems | Aug 12, 2024 | Fairness | CodeCode Available | 0 |
