| Distributive Justice as the Foundational Premise of Fair ML: Unification, Extension, and Interpretation of Group Fairness Metrics | Jun 6, 2022 | Decision MakingFairness | CodeCode Available | 1 | 5 |
| DS-Net++: Dynamic Weight Slicing for Efficient Inference in CNNs and Transformers | Sep 21, 2021 | FairnessModel Compression | CodeCode Available | 1 | 5 |
| A Justice-Based Framework for the Analysis of Algorithmic Fairness-Utility Trade-Offs | Jun 6, 2022 | Decision MakingFairness | CodeCode Available | 1 | 5 |
| Efficient Conditionally Invariant Representation Learning | Dec 16, 2022 | Fairnessregression | CodeCode Available | 1 | 5 |
| Certified Monotonic Neural Networks | Nov 20, 2020 | Fairness | CodeCode Available | 1 | 5 |
| Addressing Shortcomings in Fair Graph Learning Datasets: Towards a New Benchmark | Mar 9, 2024 | BenchmarkingFairness | CodeCode Available | 1 | 5 |
| Elucidate Gender Fairness in Singing Voice Transcription | Aug 5, 2023 | AttributeFairness | CodeCode Available | 1 | 5 |
| Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs | Oct 9, 2024 | FairnessRetrieval | CodeCode Available | 1 | 5 |
| Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists | Mar 17, 2022 | Abuse DetectionBias Detection | CodeCode Available | 1 | 5 |
| Causal intersectionality for fair ranking | Jun 15, 2020 | Causal InferenceFairness | CodeCode Available | 1 | 5 |
