| Spectral Normalized-Cut Graph Partitioning with Fairness Constraints | Jul 22, 2023 | AttributeFairness | CodeCode Available | 0 |
| EMOVOME: A Dataset for Emotion Recognition in Spontaneous Real-Life Speech | Mar 4, 2024 | Emotion RecognitionFairness | CodeCode Available | 0 |
| Fairness-aware Configuration of Machine Learning Libraries | Feb 13, 2022 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| I Prefer not to Say: Protecting User Consent in Models with Optional Personal Data | Oct 25, 2022 | Data AugmentationDecision Making | CodeCode Available | 0 |
| IronForge: An Open, Secure, Fair, Decentralized Federated Learning | Jan 7, 2023 | FairnessFederated Learning | CodeCode Available | 0 |
| FairSHAP: Preprocessing for Fairness Through Attribution-Based Data Augmentation | May 16, 2025 | Data AugmentationFairness | CodeCode Available | 0 |
| Reasoning Towards Fairness: Mitigating Bias in Language Models through Reasoning-Guided Fine-Tuning | Apr 8, 2025 | Fairness | CodeCode Available | 0 |
| A Human-in-the-Loop Fairness-Aware Model Selection Framework for Complex Fairness Objective Landscapes | Oct 17, 2024 | FairnessModel Selection | CodeCode Available | 0 |
| Algorithmic Fairness Generalization under Covariate and Dependence Shifts Simultaneously | Nov 23, 2023 | Domain GeneralizationFairness | CodeCode Available | 0 |
| CAFIN: Centrality Aware Fairness inducing IN-processing for Unsupervised Representation Learning on Graphs | Apr 10, 2023 | FairnessGraph Learning | CodeCode Available | 0 |
