| DEAN: Deactivating the Coupled Neurons to Mitigate Fairness-Privacy Conflicts in Large Language Models | Oct 22, 2024 | Fairness | CodeCode Available | 0 |
| Convex Markov Games: A New Frontier for Multi-Agent Reinforcement Learning | Oct 22, 2024 | Decision MakingDiversity | —Unverified | 0 |
| Revisiting Technical Bias Mitigation Strategies | Oct 22, 2024 | Fairness | —Unverified | 0 |
| Revealing Hidden Bias in AI: Lessons from Large Language Models | Oct 22, 2024 | Fairness | —Unverified | 0 |
| End-to-End Optimization and Learning of Fair Court Schedules | Oct 22, 2024 | FairnessScheduling | —Unverified | 0 |
| Trustworthy XAI and Application | Oct 22, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| FairLoRA: Unpacking Bias Mitigation in Vision Models with Fairness-Driven Low-Rank Adaptation | Oct 22, 2024 | Fairnessparameter-efficient fine-tuning | —Unverified | 0 |
| Whither Bias Goes, I Will Go: An Integrative, Systematic Review of Algorithmic Bias Mitigation | Oct 21, 2024 | Fairness | —Unverified | 0 |
| Fair Bilevel Neural Network (FairBiNN): On Balancing fairness and accuracy via Stackelberg Equilibrium | Oct 21, 2024 | Bilevel OptimizationFairness | CodeCode Available | 1 |
| Finite-Sample and Distribution-Free Fair Classification: Optimal Trade-off Between Excess Risk and Fairness, and the Cost of Group-Blindness | Oct 21, 2024 | Binary ClassificationDecision Making | —Unverified | 0 |
