| Counterfactual and Synthetic Control Method: Causal Inference with Instrumented Principal Component Analysis | Aug 17, 2024 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Deep Generative Classification of Blood Cell Morphology | Aug 16, 2024 | Anomaly DetectionClassification | CodeCode Available | 1 |
| Reasoning Beyond Bias: A Study on Counterfactual Prompting and Chain of Thought Reasoning | Aug 16, 2024 | counterfactualMMLU | —Unverified | 0 |
| An Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time Series | Aug 16, 2024 | counterfactualTime Series | —Unverified | 0 |
| Social Debiasing for Fair Multi-modal LLMs | Aug 13, 2024 | counterfactual | —Unverified | 0 |
| Generalized Encouragement-Based Instrumental Variables for Counterfactual Regression | Aug 10, 2024 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Counterfactual Explanations with Probabilistic Guarantees on their Robustness to Model Change | Aug 9, 2024 | counterfactual | CodeCode Available | 0 |
| SCENE: Evaluating Explainable AI Techniques Using Soft Counterfactuals | Aug 8, 2024 | counterfactualExplainable artificial intelligence | —Unverified | 0 |
| Evaluating the Impact of Pulse Oximetry Bias in Machine Learning under Counterfactual Thinking | Aug 8, 2024 | counterfactualMortality Prediction | CodeCode Available | 0 |
| Methodological Explainability Evaluation of an Interpretable Deep Learning Model for Post-Hepatectomy Liver Failure Prediction Incorporating Counterfactual Explanations and Layerwise Relevance Propagation: A Prospective In Silico Trial | Aug 7, 2024 | counterfactualDecision Making | —Unverified | 0 |
