| 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 |
