| Fairness and underspecification in acoustic scene classification: The case for disaggregated evaluations | Oct 4, 2021 | Acoustic Scene ClassificationFairness | —Unverified | 0 |
| Enhancing Model Robustness and Fairness with Causality: A Regularization Approach | Oct 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| FairMask: Better Fairness via Model-based Rebalancing of Protected Attributes | Oct 3, 2021 | Fairness | —Unverified | 0 |
| Consider the Alternatives: Navigating Fairness-Accuracy Tradeoffs via Disqualification | Oct 2, 2021 | Fairness | —Unverified | 0 |
| FairFed: Enabling Group Fairness in Federated Learning | Oct 2, 2021 | Decision MakingFairness | —Unverified | 0 |
| A survey on datasets for fairness-aware machine learning | Oct 1, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| Evaluating the fairness of fine-tuning strategies in self-supervised learning | Oct 1, 2021 | FairnessSelf-Supervised Learning | —Unverified | 0 |
| Algorithm Fairness in AI for Medicine and Healthcare | Oct 1, 2021 | DisentanglementFairness | —Unverified | 0 |
| A Fair Generative Model Using Total Variation Distance | Sep 29, 2021 | Fairness | —Unverified | 0 |
| Visual Representation Learning over Latent Domains | Sep 29, 2021 | FairnessRepresentation Learning | —Unverified | 0 |
