| Errudite: Scalable, Reproducible, and Testable Error Analysis | Jul 1, 2019 | counterfactual | CodeCode Available | 0 |
| DILLEMA: Diffusion and Large Language Models for Multi-Modal Augmentation | Feb 5, 2025 | Autonomous Drivingcounterfactual | CodeCode Available | 0 |
| ESCM^2: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate Estimation | Apr 3, 2022 | counterfactualRecommendation Systems | CodeCode Available | 0 |
| User-Controllable Recommendation via Counterfactual Retrospective and Prospective Explanations | Aug 2, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Counterfactual Explanations for Graph Classification Through the Lenses of Density | Jul 27, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Diffusion Model in Causal Inference with Unmeasured Confounders | Aug 7, 2023 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| SHOPPER: A Probabilistic Model of Consumer Choice with Substitutes and Complements | Nov 9, 2017 | counterfactual | CodeCode Available | 0 |
| A Cross-Linguistic Pressure for Uniform Information Density in Word Order | Jun 6, 2023 | counterfactual | CodeCode Available | 0 |
| XPROAX-Local explanations for text classification with progressive neighborhood approximation | Sep 30, 2021 | Classificationcounterfactual | CodeCode Available | 0 |
| Counterfactual Explanations for Face Forgery Detection via Adversarial Removal of Artifacts | Apr 12, 2024 | Adversarial Attackcounterfactual | CodeCode Available | 0 |
| Estimating heterogeneous survival treatment effect in observational data using machine learning | Aug 17, 2020 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 0 |
| Counterfactual Explanations for Continuous Action Reinforcement Learning | May 19, 2025 | counterfactualreinforcement-learning | CodeCode Available | 0 |
| Using Causal Analysis for Conceptual Deep Learning Explanation | Jul 10, 2021 | Causal InferenceClinical Knowledge | CodeCode Available | 0 |
| The Sensitivity of Counterfactual Fairness to Unmeasured Confounding | Jul 1, 2019 | counterfactualFairness | CodeCode Available | 0 |
| Let's Go to the Alien Zoo: Introducing an Experimental Framework to Study Usability of Counterfactual Explanations for Machine Learning | May 6, 2022 | counterfactualDecision Making | CodeCode Available | 0 |
| CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and Calibration | Sep 14, 2023 | counterfactualData Augmentation | CodeCode Available | 0 |
| ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos | Nov 2, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Probabilistic Perspectives on Error Minimization in Adversarial Reinforcement Learning | Jun 7, 2024 | counterfactualDeep Reinforcement Learning | CodeCode Available | 0 |
| Twin Papers: A Simple Framework of Causal Inference for Citations via Coupling | Aug 21, 2022 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Diffusion Counterfactuals for Image Regressors | Mar 26, 2025 | counterfactualDenoising | CodeCode Available | 0 |
| Leveraging Domain Knowledge for Inclusive and Bias-aware Humanitarian Response Entry Classification | May 26, 2023 | counterfactualData Augmentation | CodeCode Available | 0 |
| Leveraging Factored Action Spaces for Off-Policy Evaluation | Jul 13, 2023 | counterfactualOff-policy evaluation | CodeCode Available | 0 |
| Counterfactual Explanations as Interventions in Latent Space | Jun 14, 2021 | counterfactualExplainable artificial intelligence | CodeCode Available | 0 |
| CARE: Coherent Actionable Recourse based on Sound Counterfactual Explanations | Aug 18, 2021 | counterfactualCounterfactual Explanation | 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 |