| Efficient Fairness Testing in Large Language Models: Prioritizing Metamorphic Relations for Bias Detection | May 9, 2025 | Bias DetectionDiversity | —Unverified | 0 |
| Fair Representation Learning for Continuous Sensitive Attributes using Expectation of Integral Probability Metrics | May 9, 2025 | FairnessRepresentation Learning | —Unverified | 0 |
| Mixed-Integer Optimization for Responsible Machine Learning | May 9, 2025 | Fairness | —Unverified | 0 |
| Algorithmic Tradeoffs in Fair Lending: Profitability, Compliance, and Long-Term Impact | May 8, 2025 | Fairness | —Unverified | 0 |
| LiteLMGuard: Seamless and Lightweight On-Device Prompt Filtering for Safeguarding Small Language Models against Quantization-induced Risks and Vulnerabilities | May 8, 2025 | FairnessQuantization | CodeCode Available | 0 |
| Anticipating Gaming to Incentivize Improvement: Guiding Agents in (Fair) Strategic Classification | May 8, 2025 | Decision MakingFairness | —Unverified | 0 |
| Fairness Perceptions in Regression-based Predictive Models | May 8, 2025 | Fairnessregression | —Unverified | 0 |
| Facets of Disparate Impact: Evaluating Legally Consistent Bias in Machine Learning | May 8, 2025 | Fairness | CodeCode Available | 0 |
| Incentive-Aware Machine Learning; Robustness, Fairness, Improvement & Causality | May 8, 2025 | Decision MakingFairness | —Unverified | 0 |
| Fair Uncertainty Quantification for Depression Prediction | May 8, 2025 | Conformal PredictionFairness | —Unverified | 0 |
