| A Survey of State of the Art Large Vision Language Models: Alignment, Benchmark, Evaluations and Challenges | Jan 4, 2025 | FairnessHallucination | CodeCode Available | 4 |
| Exploring Equality: An Investigation into Custom Loss Functions for Fairness Definitions | Jan 3, 2025 | Fairness | —Unverified | 0 |
| FairSense: Long-Term Fairness Analysis of ML-Enabled Systems | Jan 3, 2025 | Fairness | CodeCode Available | 0 |
| Can Synthetic Data be Fair and Private? A Comparative Study of Synthetic Data Generation and Fairness Algorithms | Jan 3, 2025 | FairnessSynthetic Data Generation | —Unverified | 0 |
| Age-Based Device Selection and Transmit Power Optimization in Over-the-Air Federated Learning | Jan 3, 2025 | FairnessFederated Learning | —Unverified | 0 |
| Regularized Proportional Fairness Mechanism for Resource Allocation Without Money | Jan 2, 2025 | FairnessGeneralization Bounds | —Unverified | 0 |
| ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning | Jan 2, 2025 | FairnessFew-Shot Learning | —Unverified | 0 |
| Is It Still Fair? Investigating Gender Fairness in Cross-Corpus Speech Emotion Recognition | Jan 2, 2025 | Cross-corpusEmotion Recognition | —Unverified | 0 |
| Fortifying Federated Learning Towards Trustworthiness via Auditable Data Valuation and Verifiable Client Contribution | Jan 1, 2025 | Data PoisoningData Valuation | —Unverified | 0 |
| Revisiting Fairness in Multitask Learning: A Performance-Driven Approach for Variance Reduction | Jan 1, 2025 | FairnessMulti-Task Learning | —Unverified | 0 |
