| Fairness Under Demographic Scarce Regime | Jul 24, 2023 | AttributeConformal Prediction | CodeCode Available | 0 |
| Learning to Pivot with Adversarial Networks | Nov 3, 2016 | Domain AdaptationFairness | CodeCode Available | 0 |
| Representation Learning of Lab Values via Masked AutoEncoder | Jan 5, 2025 | FairnessImputation | CodeCode Available | 0 |
| Fairness Under Unawareness: Assessing Disparity When Protected Class Is Unobserved | Nov 27, 2018 | Decision MakingFairness | CodeCode Available | 0 |
| On Tractable Computation of Expected Predictions | Oct 5, 2019 | FairnessImputation | CodeCode Available | 0 |
| A Survey on Natural Language Counterfactual Generation | Jul 4, 2024 | counterfactualFairness | CodeCode Available | 0 |
| Subjective Crowd Disagreements for Subjective Data: Uncovering Meaningful CrowdOpinion with Population-level Learning | Jul 7, 2023 | Fairness | CodeCode Available | 0 |
| Open (Clinical) LLMs are Sensitive to Instruction Phrasings | Jul 12, 2024 | FairnessMortality Prediction | CodeCode Available | 0 |
| Better Algorithms for Individually Fair k-Clustering | Jun 23, 2021 | ClusteringFairness | CodeCode Available | 0 |
| Learning Unbiased Representations via Rényi Minimization | Sep 7, 2020 | AttributeFairness | CodeCode Available | 0 |
| Learning under Imitative Strategic Behavior with Unforeseeable Outcomes | May 3, 2024 | Fairness | CodeCode Available | 0 |
| Fairness Warnings and Fair-MAML: Learning Fairly with Minimal Data | Aug 24, 2019 | FairnessMeta-Learning | CodeCode Available | 0 |
| Rethinking Affect Analysis: A Protocol for Ensuring Fairness and Consistency | Aug 4, 2024 | Action Unit DetectionArousal Estimation | CodeCode Available | 0 |
| OpenEthics: A Comprehensive Ethical Evaluation of Open-Source Generative Large Language Models | May 21, 2025 | DiversityFairness | CodeCode Available | 0 |
| Algorithms for Fairness in Sequential Decision Making | Jan 24, 2019 | Decision MakingFairness | CodeCode Available | 0 |
| A Survey on Group Fairness in Federated Learning: Challenges, Taxonomy of Solutions and Directions for Future Research | Oct 4, 2024 | FairnessFederated Learning | CodeCode Available | 0 |
| Best Practices for Responsible Machine Learning in Credit Scoring | Sep 30, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| Fairness Without Demographics in Repeated Loss Minimization | Jun 20, 2018 | Fairness | CodeCode Available | 0 |
| CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarning | Aug 9, 2024 | Contrastive LearningDeep Learning | CodeCode Available | 0 |
| Fairness without Demographics through Knowledge Distillation | Nov 1, 2022 | FairnessKnowledge Distillation | CodeCode Available | 0 |
| Fairness without Demographics through Learning Graph of Gradients | Dec 4, 2024 | AttributeFairness | CodeCode Available | 0 |
| Towards Fairness in Online Service with k Servers and its Application on Fair Food Delivery | Dec 18, 2023 | Fairness | CodeCode Available | 0 |
| LeCaRDv2: A Large-Scale Chinese Legal Case Retrieval Dataset | Oct 26, 2023 | FairnessRetrieval | CodeCode Available | 0 |
| Fairness without Sensitive Attributes via Knowledge Sharing | Sep 27, 2024 | AttributeFairness | CodeCode Available | 0 |
| Fairness without the sensitive attribute via Causal Variational Autoencoder | Sep 10, 2021 | AttributeFairness | CodeCode Available | 0 |
