| Peer-induced Fairness: A Causal Approach for Algorithmic Fairness Auditing | Aug 5, 2024 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Individualized multi-horizon MRI trajectory prediction for Alzheimer's Disease | Aug 4, 2024 | AnatomyAnomaly Detection | CodeCode Available | 0 |
| Optimal and efficient text counterfactuals using Graph Neural Networks | Aug 4, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| Compositional Physical Reasoning of Objects and Events from Videos | Aug 2, 2024 | counterfactualQuestion Answering | —Unverified | 0 |
| Distributional Difference-in-Differences Models with Multiple Time Periods | Aug 2, 2024 | counterfactual | —Unverified | 0 |
| A Weakly Supervised and Globally Explainable Learning Framework for Brain Tumor Segmentation | Aug 2, 2024 | Brain Tumor Segmentationcounterfactual | CodeCode Available | 0 |
| An effect analysis of the balancing techniques on the counterfactual explanations of student success prediction models | Aug 1, 2024 | counterfactual | CodeCode Available | 0 |
| Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs | Jul 31, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| From Feature Importance to Natural Language Explanations Using LLMs with RAG | Jul 30, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| DiffusionCounterfactuals: Inferring High-dimensional Counterfactuals with Guidance of Causal Representations | Jul 30, 2024 | counterfactualDecision Making | —Unverified | 0 |
| Potential weights and implicit causal designs in linear regression | Jul 30, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| Practical and Robust Safety Guarantees for Advanced Counterfactual Learning to Rank | Jul 29, 2024 | counterfactualLearning-To-Rank | —Unverified | 0 |
| X-Fake: Juggling Utility Evaluation and Explanation of Simulated SAR Images | Jul 28, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Causal modelling without introducing counterfactuals or abstract distributions | Jul 24, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| Effect of Austerity Measures on Infant Mortality: Evidence from Greece | Jul 24, 2024 | counterfactual | —Unverified | 0 |
| Identification and inference of outcome conditioned partial effects of general interventions | Jul 24, 2024 | counterfactual | —Unverified | 0 |
| FairFlow: An Automated Approach to Model-based Counterfactual Data Augmentation For NLP | Jul 23, 2024 | counterfactualData Augmentation | CodeCode Available | 0 |
| How does the national new area impact the local economy? -- An empirical analysis from Zhoushan | Jul 22, 2024 | counterfactual | —Unverified | 0 |
| A Diffusion Model for Simulation Ready Coronary Anatomy with Morpho-skeletal Control | Jul 22, 2024 | Anatomycounterfactual | —Unverified | 0 |
| MedEdit: Counterfactual Diffusion-based Image Editing on Brain MRI | Jul 21, 2024 | counterfactualDenoising | —Unverified | 0 |
| Industry Dynamics with Cartels: The Case of the Container Shipping Industry | Jul 21, 2024 | counterfactual | —Unverified | 0 |
| MSCT: Addressing Time-Varying Confounding with Marginal Structural Causal Transformer for Counterfactual Post-Crash Traffic Prediction | Jul 19, 2024 | counterfactualPrediction | —Unverified | 0 |
| Domain Adaptation for Industrial Time-series Forecasting via Counterfactual Inference | Jul 19, 2024 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Towards the Causal Complete Cause of Multi-Modal Representation Learning | Jul 19, 2024 | counterfactualRepresentation Learning | —Unverified | 0 |
| Evaluating the Reliability of Self-Explanations in Large Language Models | Jul 19, 2024 | counterfactual | CodeCode Available | 0 |