| F3: Fair and Federated Face Attribute Classification with Heterogeneous Data | Sep 6, 2021 | AttributeClassification | CodeCode Available | 0 |
| Fairness via AI: Bias Reduction in Medical Information | Sep 6, 2021 | Bias DetectionFairness | —Unverified | 0 |
| Recommendation Fairness: From Static to Dynamic | Sep 5, 2021 | FairnessRecommendation Systems | —Unverified | 0 |
| Balanced House Allocation | Sep 5, 2021 | Fairness | —Unverified | 0 |
| Assisting Decision Making in Scholarly Peer Review: A Preference Learning Perspective | Sep 2, 2021 | Decision MakingFairness | —Unverified | 0 |
| TabFairGAN: Fair Tabular Data Generation with Generative Adversarial Networks | Sep 2, 2021 | Decision MakingFairness | CodeCode Available | 1 |
| Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond | Sep 2, 2021 | Causal InferenceFairness | —Unverified | 0 |
| Efficient Algorithms For Fair Clustering with a New Fairness Notion | Sep 2, 2021 | AttributeClustering | CodeCode Available | 0 |
| Fairness based Multi-Preference Resource Allocation in Decentralised Open Markets | Sep 1, 2021 | Fairness | —Unverified | 0 |
| FADE: FAir Double Ensemble Learning for Observable and Counterfactual Outcomes | Sep 1, 2021 | counterfactualEnsemble Learning | CodeCode Available | 0 |
| Proceedings of KDD 2020 Workshop on Data-driven Humanitarian Mapping: Harnessing Human-Machine Intelligence for High-Stake Public Policy and Resilience Planning | Sep 1, 2021 | EthicsFairness | —Unverified | 0 |
| Fair Representation: Guaranteeing Approximate Multiple Group Fairness for Unknown Tasks | Sep 1, 2021 | AllFairness | CodeCode Available | 0 |
| Proceedings of KDD 2021 Workshop on Data-driven Humanitarian Mapping: Harnessing Human-Machine Intelligence for High-Stake Public Policy and Resilience Planning | Aug 31, 2021 | EthicsFairness | —Unverified | 0 |
| Learning Optimal Prescriptive Trees from Observational Data | Aug 31, 2021 | Fairness | CodeCode Available | 1 |
| Transport-based Counterfactual Models | Aug 30, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Deep Reinforcement Learning for Wireless Resource Allocation Using Buffer State Information | Aug 27, 2021 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Social Norm Bias: Residual Harms of Fairness-Aware Algorithms | Aug 25, 2021 | AttributeDecision Making | —Unverified | 0 |
| Morality-based Assertion and Homophily on Social Media: A Cultural Comparison between English and Japanese Languages | Aug 24, 2021 | Cultural Vocal Bursts Intensity PredictionFairness | —Unverified | 0 |
| Evaluating Fairness in Argument Retrieval | Aug 23, 2021 | Argument RetrievalDiversity | CodeCode Available | 0 |
| Federated Learning Meets Fairness and Differential Privacy | Aug 23, 2021 | FairnessFederated Learning | CodeCode Available | 0 |
| Federated Multi-Task Learning under a Mixture of Distributions | Aug 23, 2021 | FairnessFederated Learning | CodeCode Available | 1 |
| Fairness-Aware Online Meta-learning | Aug 21, 2021 | ClassificationFairness | —Unverified | 0 |
| Addressing Algorithmic Disparity and Performance Inconsistency in Federated Learning | Aug 19, 2021 | AllFairness | CodeCode Available | 1 |
| EqGNN: Equalized Node Opportunity in Graphs | Aug 19, 2021 | AttributeFairness | CodeCode Available | 0 |
| Reliability and Robustness of Transformers for Automated Short-Answer Grading | Aug 17, 2021 | FairnessTransfer Learning | —Unverified | 0 |
