| Impact Of Missing Data Imputation On The Fairness And Accuracy Of Graph Node Classifiers | Nov 1, 2022 | FairnessImputation | CodeCode Available | 0 |
| Improving Fairness in Image Classification via Sketching | Oct 31, 2022 | ClassificationFairness | CodeCode Available | 0 |
| Mitigating Unfairness via Evolutionary Multi-objective Ensemble Learning | Oct 30, 2022 | Ensemble LearningFairness | CodeCode Available | 0 |
| Collaborative Honeypot Defense in UAV Networks: A Learning-Based Game Approach | Oct 29, 2022 | Computational EfficiencyFairness | —Unverified | 0 |
| Track2Vec: fairness music recommendation with a GPU-free customizable-driven framework | Oct 29, 2022 | DiversityFairness | CodeCode Available | 1 |
| Scalable Spectral Clustering with Group Fairness Constraints | Oct 28, 2022 | ClusteringFairness | CodeCode Available | 0 |
| Differential Privacy has Bounded Impact on Fairness in Classification | Oct 28, 2022 | ClassificationFairness | CodeCode Available | 0 |
| Mitigating Health Disparities in EHR via Deconfounder | Oct 28, 2022 | AttributeDecision Making | —Unverified | 0 |
| Addressing Bias in Face Detectors using Decentralised Data collection with incentives | Oct 28, 2022 | Face DetectionFairness | —Unverified | 0 |
| Private and Reliable Neural Network Inference | Oct 27, 2022 | FairnessPrivacy Preserving | CodeCode Available | 1 |
| MABEL: Attenuating Gender Bias using Textual Entailment Data | Oct 26, 2022 | Contrastive LearningFairness | CodeCode Available | 1 |
| FairCLIP: Social Bias Elimination based on Attribute Prototype Learning and Representation Neutralization | Oct 26, 2022 | AttributeFairness | —Unverified | 0 |
| I Prefer not to Say: Protecting User Consent in Models with Optional Personal Data | Oct 25, 2022 | Data AugmentationDecision Making | CodeCode Available | 0 |
| Item-based Variational Auto-encoder for Fair Music Recommendation | Oct 24, 2022 | DiversityFairness | CodeCode Available | 1 |
| Mitigating Gender Bias in Face Recognition Using the von Mises-Fisher Mixture Model | Oct 24, 2022 | Face RecognitionFace Verification | CodeCode Available | 0 |
| Simultaneous Improvement of ML Model Fairness and Performance by Identifying Bias in Data | Oct 24, 2022 | Decision MakingFairness | —Unverified | 0 |
| Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Stochastic Approach | Oct 23, 2022 | FairnessInductive Bias | CodeCode Available | 1 |
| On-Demand Sampling: Learning Optimally from Multiple Distributions | Oct 22, 2022 | FairnessFederated Learning | CodeCode Available | 0 |
| Policy Optimization with Advantage Regularization for Long-Term Fairness in Decision Systems | Oct 22, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Abstract Interpretation-Based Feature Importance for SVMs | Oct 22, 2022 | FairnessFeature Importance | —Unverified | 0 |
| Trustworthy Human Computation: A Survey | Oct 22, 2022 | EthicsFairness | —Unverified | 0 |
| How fair were COVID-19 restriction decisions? A data-driven investigation of England using the dominance-based rough sets approach | Oct 21, 2022 | Decision MakingFairness | —Unverified | 0 |
| A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges | Oct 21, 2022 | BenchmarkingCommunity Detection | CodeCode Available | 1 |
| Towards Human-centered Explainable AI: A Survey of User Studies for Model Explanations | Oct 20, 2022 | Explainable Artificial Intelligence (XAI)Explainable Models | CodeCode Available | 0 |
| On Learning Fairness and Accuracy on Multiple Subgroups | Oct 19, 2022 | Fairness | CodeCode Available | 0 |
