| On the Fairness ROAD: Robust Optimization for Adversarial Debiasing | Oct 27, 2023 | AttributeFairness | CodeCode Available | 0 |
| Boosted CVaR Classification | Oct 26, 2021 | ClassificationDecision Making | CodeCode Available | 0 |
| Lazy Data Practices Harm Fairness Research | Apr 26, 2024 | Fairness | CodeCode Available | 0 |
| On Characterizing the Trade-off in Invariant Representation Learning | Sep 8, 2021 | AttributeDomain Adaptation | CodeCode Available | 0 |
| BMFT: Achieving Fairness via Bias-based Weight Masking Fine-tuning | Aug 13, 2024 | DiagnosticFairness | CodeCode Available | 0 |
| Strategic Instrumental Variable Regression: Recovering Causal Relationships From Strategic Responses | Jul 12, 2021 | Decision MakingFairness | CodeCode Available | 0 |
| Data-Driven Methods for Balancing Fairness and Efficiency in Ride-Pooling | Oct 7, 2021 | Fairness | CodeCode Available | 0 |
| Addressing Missing Sources with Adversarial Support-Matching | Mar 24, 2022 | Fairness | CodeCode Available | 0 |
| Learning Adversarially Fair and Transferable Representations | Feb 17, 2018 | FairnessRepresentation Learning | CodeCode Available | 0 |
| Why Fairness Cannot Be Automated: Bridging the Gap Between EU Non-Discrimination Law and AI | May 12, 2020 | Fairness | CodeCode Available | 0 |
| Strategyproof Learning: Building Trustworthy User-Generated Datasets | Jun 4, 2021 | Fairness | CodeCode Available | 0 |
| Fairness in Face Presentation Attack Detection | Sep 19, 2022 | AttributeData Augmentation | CodeCode Available | 0 |
| An Empirical Study on Learning Fairness Metrics for COMPAS Data with Human Supervision | Oct 22, 2019 | FairnessMetric Learning | CodeCode Available | 0 |
| Blockchain-empowered Federated Learning: Benefits, Challenges, and Solutions | Mar 1, 2024 | FairnessFederated Learning | CodeCode Available | 0 |
| The Other Side of the Coin: Exploring Fairness in Retrieval-Augmented Generation | Apr 11, 2025 | FairnessHallucination | CodeCode Available | 0 |
| On the Impact of Multi-dimensional Local Differential Privacy on Fairness | Dec 7, 2023 | AttributeFairness | CodeCode Available | 0 |
| Fairness in Forecasting of Observations of Linear Dynamical Systems | Sep 12, 2022 | FairnessTime Series | CodeCode Available | 0 |
| Towards Fair Medical AI: Adversarial Debiasing of 3D CT Foundation Embeddings | Feb 5, 2025 | Computed Tomography (CT)Fairness | CodeCode Available | 0 |
| Data and Model Dependencies of Membership Inference Attack | Feb 17, 2020 | FairnessInference Attack | CodeCode Available | 0 |
| Fairness in Image Search: A Study of Occupational Stereotyping in Image Retrieval and its Debiasing | May 6, 2023 | FairnessImage Retrieval | CodeCode Available | 0 |
| Blind Justice: Fairness with Encrypted Sensitive Attributes | Jun 8, 2018 | Fairness | CodeCode Available | 0 |
| Learning Controllable Fair Representations | Dec 11, 2018 | Fairness | CodeCode Available | 0 |
| Combating Unknown Bias with Effective Bias-Conflicting Scoring and Gradient Alignment | Nov 25, 2021 | Fairness | CodeCode Available | 0 |
| Learning Density-Based Correlated Equilibria for Markov Games | Feb 16, 2023 | Fairness | CodeCode Available | 0 |
| Learning Distributed and Fair Policies for Network Load Balancing as Markov Potential Game | Jun 3, 2022 | FairnessManagement | CodeCode Available | 0 |
