| Explaining Deep Learning Models using Causal Inference | Nov 11, 2018 | Causal Inferencecounterfactual | —Unverified | 0 |
| Counterfactual Distribution Regression for Structured Inference | Aug 20, 2019 | counterfactualregression | —Unverified | 0 |
| Explaining Expert Search and Team Formation Systems with ExES | May 21, 2024 | counterfactualExplainable artificial intelligence | —Unverified | 0 |
| Counterfactual Editing for Search Result Explanation | Jan 25, 2023 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Explaining Groups of Instances Counterfactually for XAI: A Use Case, Algorithm and User Study for Group-Counterfactuals | Mar 16, 2023 | counterfactualExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Counterfactual Edits for Generative Evaluation | Mar 2, 2023 | counterfactualStory Visualization | —Unverified | 0 |
| CAB: Continuous Adaptive Blending Estimator for Policy Evaluation and Learning | Nov 6, 2018 | counterfactualRecommendation Systems | —Unverified | 0 |
| Explaining Image Classifiers Using Contrastive Counterfactuals in Generative Latent Spaces | Jun 10, 2022 | Attributecounterfactual | —Unverified | 0 |
| Explaining k-Nearest Neighbors: Abductive and Counterfactual Explanations | Jan 10, 2025 | Classificationcounterfactual | —Unverified | 0 |
| Counterfactual equivalence for POMDPs, and underlying deterministic environments | Jan 11, 2018 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Estimating the treatment effect over time under general interference through deep learner integrated TMLE | Dec 6, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| Explaining Model Confidence Using Counterfactuals | Mar 10, 2023 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Estimating Categorical Counterfactuals via Deep Twin Networks | Sep 4, 2021 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Explaining Predictions from Tree-based Boosting Ensembles | Jul 4, 2019 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Assessing the Impact: Does an Improvement to a Revenue Management System Lead to an Improved Revenue? | Jan 13, 2021 | counterfactualManagement | —Unverified | 0 |
| Estimating the Effects of Syrian Civil War | Sep 7, 2022 | counterfactualHumanitarian | —Unverified | 0 |
| A New Class of Explanations for Classifiers with Non-Binary Features | Apr 28, 2023 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution | Mar 3, 2025 | counterfactualDomain Adaptation | —Unverified | 0 |
| Bilateral Asymmetry Guided Counterfactual Generating Network for Mammogram Classification | Sep 30, 2020 | Classificationcounterfactual | —Unverified | 0 |
| Counterfactual Evaluation of Treatment Assignment Functions with Networked Observational Data | Dec 22, 2019 | Causal Inferencecounterfactual | —Unverified | 0 |
| An ASP-Based Approach to Counterfactual Explanations for Classification | Apr 28, 2020 | Classificationcounterfactual | —Unverified | 0 |
| Explaining the Black-box Smoothly- A Counterfactual Approach | Jan 11, 2021 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| First-Person Fairness in Chatbots | Oct 16, 2024 | Chatbotcounterfactual | —Unverified | 0 |
| Explaining Time Series by Counterfactuals | Sep 25, 2019 | counterfactualFeature Importance | —Unverified | 0 |
| Estimating the Effect of Team Hitting Strategies Using Counterfactual Virtual Simulation in Baseball | Jun 4, 2022 | counterfactual | —Unverified | 0 |
| Explaining Visual Models by Causal Attribution | Sep 19, 2019 | counterfactual | —Unverified | 0 |
| Counterfactual and Semifactual Explanations in Abstract Argumentation: Formal Foundations, Complexity and Computation | May 7, 2024 | Abstract Argumentationcounterfactual | —Unverified | 0 |
| Explanation-based Counterfactual Retraining(XCR): A Calibration Method for Black-box Models | Jun 22, 2022 | counterfactualExplainable artificial intelligence | —Unverified | 0 |
| Exploiting Contextual Structure to Generate Useful Auxiliary Tasks | Mar 9, 2023 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Exploratory Not Explanatory: Counterfactual Analysis of Saliency Maps for Deep Reinforcement Learning | Dec 9, 2019 | Atari Gamescounterfactual | —Unverified | 0 |
| Estimating Position Bias without Intrusive Interventions | Dec 12, 2018 | counterfactualLearning-To-Rank | —Unverified | 0 |
| Exploring Commonalities in Explanation Frameworks: A Multi-Domain Survey Analysis | May 20, 2024 | counterfactualFeature Importance | —Unverified | 0 |
| Exploring Counterfactual Alignment Loss towards Human-centered AI | Oct 3, 2023 | Attributecounterfactual | —Unverified | 0 |
| Estimating Online Influence Needs Causal Modeling! Counterfactual Analysis of Social Media Engagement | May 25, 2025 | Causal Inferencecounterfactual | —Unverified | 0 |
| Counterfactual Analysis under Partial Identification Using Locally Robust Refinement | May 31, 2019 | counterfactual | —Unverified | 0 |
| Exploring Logically Dependent Multi-task Learning with Causal Inference | Nov 1, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| Estimating Nonlinear Network Data Models with Fixed Effects | Mar 29, 2022 | counterfactual | —Unverified | 0 |
| Estimating Long-term Heterogeneous Dose-response Curve: Generalization Bound Leveraging Optimal Transport Weights | Jun 27, 2024 | counterfactualDecision Making | —Unverified | 0 |
| Counterfactual Analysis of the Impact of the IMF Program on Child Poverty in the Global-South Region using Causal-Graphical Normalizing Flows | Feb 17, 2022 | Causal Inferencecounterfactual | —Unverified | 0 |
| Estimating Individual Treatment Effect in Observational Data Using Random Forest Methods | Jan 19, 2017 | counterfactualSelection bias | —Unverified | 0 |
| Exposing Image Classifier Shortcuts with Counterfactual Frequency (CoF) Tables | May 24, 2024 | counterfactualimage-classification | —Unverified | 0 |
| Estimating Individual Responses when Tomorrow Matters | Oct 13, 2023 | counterfactualregression | —Unverified | 0 |
| Bikeability and the induced demand for cycling | Oct 5, 2022 | counterfactual | —Unverified | 0 |
| Extending counterfactual accounts of intent to include oblique intent | Jun 7, 2021 | counterfactual | —Unverified | 0 |
| Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction | Oct 10, 2022 | counterfactualRelation | —Unverified | 0 |
| Counterfactual Explanation for Regression via Disentanglement in Latent Space | Nov 14, 2023 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Extrapolating Away from the Cutoff in Regression Discontinuity Designs | Nov 29, 2023 | counterfactualregression | —Unverified | 0 |
| Look Before You Decide: Prompting Active Deduction of MLLMs for Assumptive Reasoning | Apr 19, 2024 | Benchmarkingcounterfactual | —Unverified | 0 |
| FACE: Feasible and Actionable Counterfactual Explanations | Sep 20, 2019 | counterfactual | —Unverified | 0 |
| Towards Understanding the Influence of Training Samples on Explanations | Jun 5, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |