| FairRoad: Achieving Fairness for Recommender Systems with Optimized Antidote Data | Dec 13, 2022 | FairnessRecommendation Systems | —Unverified | 0 |
| Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting | Dec 13, 2022 | Decision MakingFairness | —Unverified | 0 |
| Simplicity Bias Leads to Amplified Performance Disparities | Dec 13, 2022 | FairnessInductive Bias | —Unverified | 0 |
| Regulating Gatekeeper AI and Data: Transparency, Access, and Fairness under the DMA, the GDPR, and beyond | Dec 9, 2022 | FairnessJurisprudence | —Unverified | 0 |
| Towards Understanding Fairness and its Composition in Ensemble Machine Learning | Dec 8, 2022 | Fairness | CodeCode Available | 0 |
| Fairify: Fairness Verification of Neural Networks | Dec 8, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| A Characterization of Maximum Nash Welfare for Indivisible Goods | Dec 8, 2022 | Fairness | —Unverified | 0 |
| Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning | Dec 7, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Fairness and Explainability: Bridging the Gap Towards Fair Model Explanations | Dec 7, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Pareto Pairwise Ranking for Fairness Enhancement of Recommender Systems | Dec 6, 2022 | FairnessLearning-To-Rank | —Unverified | 0 |
| Breaking the Spurious Causality of Conditional Generation via Fairness Intervention with Corrective Sampling | Dec 5, 2022 | AttributeFairness | —Unverified | 0 |
| Can Ensembling Pre-processing Algorithms Lead to Better Machine Learning Fairness? | Dec 5, 2022 | Fairness | —Unverified | 0 |
| Certifying Fairness of Probabilistic Circuits | Dec 5, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Differentiated Federated Reinforcement Learning Based Traffic Offloading on Space-Air-Ground Integrated Networks | Dec 5, 2022 | FairnessFederated Learning | —Unverified | 0 |
| Can Evolutionary Clustering Have Theoretical Guarantees? | Dec 4, 2022 | ClusteringEvolutionary Algorithms | —Unverified | 0 |
| Fairness in Contextual Resource Allocation Systems: Metrics and Incompatibility Results | Dec 4, 2022 | counterfactualFairness | —Unverified | 0 |
| Towards Robust NLG Bias Evaluation with Syntactically-diverse Prompts | Dec 3, 2022 | FairnessText Generation | CodeCode Available | 0 |
| Fair Generative Models via Transfer Learning | Dec 2, 2022 | FairnessTransfer Learning | CodeCode Available | 0 |
| Fairness in Multi-Agent Planning | Dec 1, 2022 | Fairness | —Unverified | 0 |
| Probably Approximate Shapley Fairness with Applications in Machine Learning | Dec 1, 2022 | Data ValuationFairness | CodeCode Available | 0 |
| Welfare and Fairness in Multi-objective Reinforcement Learning | Nov 30, 2022 | FairnessMulti-Objective Reinforcement Learning | CodeCode Available | 0 |
| Fair Ranking with Noisy Protected Attributes | Nov 30, 2022 | FairnessInformation Retrieval | CodeCode Available | 0 |
| Learning Antidote Data to Individual Unfairness | Nov 29, 2022 | Fairness | —Unverified | 0 |
| Robustness Disparities in Face Detection | Nov 29, 2022 | Face DetectionFairness | CodeCode Available | 0 |
| Malign Overfitting: Interpolation Can Provably Preclude Invariance | Nov 28, 2022 | FairnessOut-of-Distribution Generalization | —Unverified | 0 |
