| Multiple Fairness and Cardinality constraints for Students-Topics Grouping Problem | Jun 20, 2022 | AttributeDiversity | —Unverified | 0 |
| Fairness-aware Model-agnostic Positive and Unlabeled Learning | Jun 19, 2022 | Binary ClassificationDecision Making | —Unverified | 0 |
| Adversarial Scrutiny of Evidentiary Statistical Software | Jun 19, 2022 | Fairness | —Unverified | 0 |
| Fair Generalized Linear Models with a Convex Penalty | Jun 18, 2022 | Binary ClassificationFairness | CodeCode Available | 0 |
| Motley: Benchmarking Heterogeneity and Personalization in Federated Learning | Jun 18, 2022 | BenchmarkingFairness | CodeCode Available | 0 |
| Learning Fair Representation via Distributional Contrastive Disentanglement | Jun 17, 2022 | Contrastive LearningDisentanglement | CodeCode Available | 1 |
| Learning to Teach Fairness-aware Deep Multi-task Learning | Jun 16, 2022 | FairnessMulti-Task Learning | —Unverified | 0 |
| Active Fairness Auditing | Jun 16, 2022 | Fairness | —Unverified | 0 |
| Metric-Fair Classifier Derandomization | Jun 15, 2022 | Fairness | —Unverified | 0 |
| Beyond Adult and COMPAS: Fairness in Multi-Class Prediction | Jun 15, 2022 | FairnessMulti-class Classification | CodeCode Available | 0 |
| Fair Ranking as Fair Division: Impact-Based Individual Fairness in Ranking | Jun 15, 2022 | ArticlesFairness | CodeCode Available | 0 |
| RecBole 2.0: Towards a More Up-to-Date Recommendation Library | Jun 15, 2022 | BenchmarkingData Augmentation | CodeCode Available | 4 |
| Multi-Objective Hyperparameter Optimization in Machine Learning -- An Overview | Jun 15, 2022 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Disparate Impact in Differential Privacy from Gradient Misalignment | Jun 15, 2022 | Fairness | CodeCode Available | 1 |
| Measuring Representational Harms in Image Captioning | Jun 14, 2022 | FairnessImage Captioning | —Unverified | 0 |
| ABCinML: Anticipatory Bias Correction in Machine Learning Applications | Jun 14, 2022 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Causal Discovery for Fairness | Jun 14, 2022 | AttributeCausal Discovery | —Unverified | 0 |
| Moving towards FAIR practices in epidemiological research | Jun 13, 2022 | EpidemiologyFairness | —Unverified | 0 |
| Learning Feature Disentanglement and Dynamic Fusion for Recaptured Image Forensic | Jun 13, 2022 | DisentanglementFairness | —Unverified | 0 |
| Specifying and Testing k-Safety Properties for Machine-Learning Models | Jun 13, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| A Machine Learning Model for Predicting, Diagnosing, and Mitigating Health Disparities in Hospital Readmission | Jun 13, 2022 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Bounding and Approximating Intersectional Fairness through Marginal Fairness | Jun 12, 2022 | DescriptiveFairness | CodeCode Available | 0 |
| Anchor-Changing Regularized Natural Policy Gradient for Multi-Objective Reinforcement Learning | Jun 10, 2022 | FairnessMulti-Objective Reinforcement Learning | CodeCode Available | 0 |
| Improved Approximation for Fair Correlation Clustering | Jun 9, 2022 | ClusteringFairness | CodeCode Available | 0 |
| Comprehensive Fair Meta-learned Recommender System | Jun 9, 2022 | counterfactualFairness | CodeCode Available | 0 |
