| Generating collective counterfactual explanations in score-based classification via mathematical optimization | Oct 19, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| A Two-Stage Algorithm for Cost-Efficient Multi-instance Counterfactual Explanations | Mar 2, 2024 | counterfactual | CodeCode Available | 0 |
| Explaining image classifiers by removing input features using generative models | Oct 9, 2019 | counterfactualObject Localization | CodeCode Available | 0 |
| Cooperative Knowledge Distillation: A Learner Agnostic Approach | Feb 2, 2024 | counterfactualKnowledge Distillation | CodeCode Available | 0 |
| Repairing without Retraining: Avoiding Disparate Impact with Counterfactual Distributions | Jan 29, 2019 | counterfactualFairness | CodeCode Available | 0 |
| An agent-based model of behaviour change calibrated to reversal learning data | Jun 20, 2024 | counterfactual | CodeCode Available | 0 |
| Convex optimization for actionable \& plausible counterfactual explanations | May 17, 2021 | counterfactualDecision Making | CodeCode Available | 0 |
| Generating Feasible and Plausible Counterfactual Explanations for Outcome Prediction of Business Processes | Mar 14, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| Generating High-Quality Explanations for Navigation in Partially-Revealed Environments | Dec 1, 2021 | counterfactualExplanation Generation | CodeCode Available | 0 |
| Generating High-Quality Explanations for Navigation in Partially-Revealed Environments | May 21, 2021 | counterfactualExplanation Generation | CodeCode Available | 0 |
| Bayesian Networks for Causal Analysis in Socioecological Systems | Jan 18, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| A Survey on Natural Language Counterfactual Generation | Jul 4, 2024 | counterfactualFairness | CodeCode Available | 0 |
| Generating Likely Counterfactuals Using Sum-Product Networks | Jan 25, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Convex Density Constraints for Computing Plausible Counterfactual Explanations | Feb 12, 2020 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 |
| Generating Pragmatic Examples to Train Neural Program Synthesizers | Nov 9, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Counterfactual Reasoning with Knowledge Graph Embeddings | Mar 11, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Causality-Enhanced Behavior Sequence Modeling in LLMs for Personalized Recommendation | Oct 30, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Multi-SpaCE: Multi-Objective Subsequence-based Sparse Counterfactual Explanations for Multivariate Time Series Classification | Dec 14, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Generating Sparse Counterfactual Explanations For Multivariate Time Series | Jun 2, 2022 | counterfactualGenerative Adversarial Network | CodeCode Available | 0 |
| Generating Survival Interpretable Trajectories and Data | Feb 19, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Counterfactual Reasoning for Multi-Label Image Classification via Patching-Based Training | Apr 9, 2024 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Generative AI for Validating Physics Laws | Mar 23, 2025 | counterfactual | CodeCode Available | 0 |
| Synomaly Noise and Multi-Stage Diffusion: A Novel Approach for Unsupervised Anomaly Detection in Ultrasound Imaging | Nov 6, 2024 | Anomaly Detectioncounterfactual | CodeCode Available | 0 |
| Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness setting | Feb 16, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Generative Framework for Personalized Persuasion: Inferring Causal, Counterfactual, and Latent Knowledge | Apr 8, 2025 | Causal Discoverycounterfactual | CodeCode Available | 0 |
