| Measuring a Texts Fairness Dimensions Using Machine Learning Based on Social Psychological Factors | Oct 29, 2021 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| A Pre-processing Method for Fairness in Ranking | Oct 29, 2021 | Decision MakingFairness | —Unverified | 0 |
| Improving Fairness via Federated Learning | Oct 29, 2021 | FairnessFederated Learning | CodeCode Available | 1 |
| Fair Incentives for Repeated Engagement | Oct 28, 2021 | Decision MakingFairness | —Unverified | 0 |
| Selective Regression Under Fairness Criteria | Oct 28, 2021 | FairnessPrediction | CodeCode Available | 0 |
| Hate Speech Classifiers Learn Human-Like Social Stereotypes | Oct 28, 2021 | Fairness | —Unverified | 0 |
| Two-sided fairness in rankings via Lorenz dominance | Oct 28, 2021 | FairnessRecommendation Systems | —Unverified | 0 |
| On the Fairness of Machine-Assisted Human Decisions | Oct 28, 2021 | Decision MakingFairness | —Unverified | 0 |
| VACA: Design of Variational Graph Autoencoders for Interventional and Counterfactual Queries | Oct 27, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Feature and Label Embedding Spaces Matter in Addressing Image Classifier Bias | Oct 27, 2021 | AttributeFairness | CodeCode Available | 0 |
| Sample Selection for Fair and Robust Training | Oct 27, 2021 | Combinatorial OptimizationFairness | —Unverified | 0 |
| FedPrune: Towards Inclusive Federated Learning | Oct 27, 2021 | FairnessFederated Learning | —Unverified | 0 |
| Fairer LP-based Online Allocation via Analytic Center | Oct 27, 2021 | FairnessManagement | —Unverified | 0 |
| Boosted CVaR Classification | Oct 26, 2021 | ClassificationDecision Making | CodeCode Available | 0 |
| Fair Sequential Selection Using Supervised Learning Models | Oct 26, 2021 | Fairness | CodeCode Available | 0 |
| Unbiased Graph Embedding with Biased Graph Observations | Oct 26, 2021 | FairnessGraph Embedding | —Unverified | 0 |
| Managing Bias in Human-Annotated Data: Moving Beyond Bias Removal | Oct 26, 2021 | FairnessManagement | —Unverified | 0 |
| Post-processing for Individual Fairness | Oct 26, 2021 | Fairness | CodeCode Available | 0 |
| Fair Enough: Searching for Sufficient Measures of Fairness | Oct 25, 2021 | Fairness | CodeCode Available | 0 |
| DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks | Oct 25, 2021 | Fairness | CodeCode Available | 1 |
| Adaptive Data Debiasing through Bounded Exploration | Oct 25, 2021 | Fairness | CodeCode Available | 0 |
| Fairness Degrading Adversarial Attacks Against Clustering Algorithms | Oct 22, 2021 | ClusteringFairness | —Unverified | 0 |
| Fairness in Missing Data Imputation | Oct 22, 2021 | FairnessImputation | —Unverified | 0 |
| FDGATII : Fast Dynamic Graph Attention with Initial Residual and Identity Mapping | Oct 21, 2021 | FairnessGraph Attention | CodeCode Available | 0 |
| Learning to Recommend Using Non-Uniform Data | Oct 21, 2021 | Fairness | —Unverified | 0 |
