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| Neural Probabilistic Circuits: Enabling Compositional and Interpretable Predictions through Logical Reasoning | Jan 13, 2025 | Attributecounterfactual | —Unverified | 0 |
| Faithful Counterfactual Visual Explanations (FCVE) | Jan 12, 2025 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Towards Counterfactual and Contrastive Explainability and Transparency of DCNN Image Classifiers | Jan 12, 2025 | counterfactual | —Unverified | 0 |
| What Is a Counterfactual Cause in Action Theories? | Jan 12, 2025 | counterfactual | —Unverified | 0 |
| Robust Counterfactual Explanations under Model Multiplicity Using Multi-Objective Optimization | Jan 10, 2025 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Counterfactually Fair Reinforcement Learning via Sequential Data Preprocessing | Jan 10, 2025 | Causal Inferencecounterfactual | —Unverified | 0 |
| Navigating Tomorrow: Reliably Assessing Large Language Models Performance on Future Event Prediction | Jan 10, 2025 | Articlescounterfactual | —Unverified | 0 |
| Explaining k-Nearest Neighbors: Abductive and Counterfactual Explanations | Jan 10, 2025 | Classificationcounterfactual | —Unverified | 0 |
| Model Alignment Search | Jan 10, 2025 | counterfactualmodel | —Unverified | 0 |
| Off-Policy Evaluation and Counterfactual Methods in Dynamic Auction Environments | Jan 9, 2025 | counterfactualDecision Making | —Unverified | 0 |
| Explainable Time Series Prediction of Tyre Energy in Formula One Race Strategy | Jan 7, 2025 | counterfactualFeature Importance | —Unverified | 0 |
| Estimating Discrete Choice Demand Models with Sparse Market-Product Shocks | Jan 4, 2025 | counterfactual | —Unverified | 0 |
| Counterfactual Explanation for Auto-Encoder Based Time-Series Anomaly Detection | Jan 3, 2025 | Anomaly Detectioncounterfactual | —Unverified | 0 |
| Model Diagnosis and Correction via Linguistic and Implicit Attribute Editing | Jan 1, 2025 | Attributecounterfactual | —Unverified | 0 |
| Text-Driven Fashion Image Editing with Compositional Concept Learning and Counterfactual Abduction | Jan 1, 2025 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Towards Fine-Grained Interpretability: Counterfactual Explanations for Misclassification with Saliency Partition | Jan 1, 2025 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation | Jan 1, 2025 | counterfactualExplainable artificial intelligence | CodeCode Available | 0 |
| Post Launch Evaluation of Policies in a High-Dimensional Setting | Dec 30, 2024 | counterfactual | —Unverified | 0 |
| Unsupervised dense retrieval with conterfactual contrastive learning | Dec 30, 2024 | Contrastive Learningcounterfactual | —Unverified | 0 |
| Econometric Analysis of Pandemic Disruption and Recovery Trajectory in the U.S. Rail Freight Industry | Dec 30, 2024 | counterfactualTime Series Analysis | —Unverified | 0 |
| Latent Drifting in Diffusion Models for Counterfactual Medical Image Synthesis | Dec 30, 2024 | counterfactualImage Generation | —Unverified | 0 |
| Counterfactual Samples Constructing and Training for Commonsense Statements Estimation | Dec 29, 2024 | counterfactualSentence | —Unverified | 0 |
| A Robust Adversarial Ensemble with Causal (Feature Interaction) Interpretations for Image Classification | Dec 28, 2024 | Adversarial Robustnesscounterfactual | —Unverified | 0 |