| One Language, Many Gaps: Evaluating Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks | Oct 14, 2024 | FairnessGSM8K | CodeCode Available | 0 |
| Spatial Deep Learning for Wireless Scheduling | Aug 4, 2018 | Deep LearningFairness | CodeCode Available | 0 |
| Trained Models Tell Us How to Make Them Robust to Spurious Correlation without Group Annotation | Oct 7, 2024 | FairnessModel Selection | CodeCode Available | 0 |
| Investigating Bias with a Synthetic Data Generator: Empirical Evidence and Philosophical Interpretation | Sep 13, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Fairness and Robustness in Invariant Learning: A Case Study in Toxicity Classification | Nov 12, 2020 | BIG-bench Machine LearningCausal Discovery | CodeCode Available | 0 |
| CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-Judges | Oct 20, 2024 | FairnessPrediction | CodeCode Available | 0 |
| Evaluating Robustness of Counterfactual Explanations | Mar 3, 2021 | counterfactualDecision Making | CodeCode Available | 0 |
| Achieving Counterfactual Fairness for Anomaly Detection | Mar 4, 2023 | Anomaly Detectioncounterfactual | CodeCode Available | 0 |
| Rawlsian Assignments | Jul 6, 2022 | Fairness | CodeCode Available | 0 |
| The Impact of Differential Privacy on Group Disparity Mitigation | Mar 5, 2022 | Fairness | CodeCode Available | 0 |
