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| Counterfactual Explanation and Causal Inference in Service of Robustness in Robot Control | Sep 18, 2020 | Causal Inferencecounterfactual | —Unverified | 0 |
| CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements | Feb 7, 2025 | counterfactualTime Series | —Unverified | 0 |
| Advancing climate model interpretability: Feature attribution for Arctic melt anomalies | Feb 11, 2025 | Anomaly Detectioncounterfactual | —Unverified | 0 |
| Calibrating Healthcare AI: Towards Reliable and Interpretable Deep Predictive Models | Apr 27, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Explainable Machine Learning in Deployment | Sep 13, 2019 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Counterfactual explainability of black-box prediction models | Nov 3, 2024 | counterfactualPrediction | —Unverified | 0 |
| A New Paradigm for Counterfactual Reasoning in Fairness and Recourse | Jan 25, 2024 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Explainable Machine Learning System for Predicting Chronic Kidney Disease in High-Risk Cardiovascular Patients | Apr 17, 2024 | counterfactualFeature Importance | —Unverified | 0 |
| Counterfactual Evaluation of Treatment Assignment Functions with Networked Observational Data | Dec 22, 2019 | Causal Inferencecounterfactual | —Unverified | 0 |
| A New Class of Explanations for Classifiers with Non-Binary Features | Apr 28, 2023 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Counterfactual Evaluation of Ads Ranking Models through Domain Adaptation | Sep 29, 2024 | counterfactualDomain Adaptation | —Unverified | 0 |
| Advancing Ad Auction Realism: Practical Insights & Modeling Implications | Jul 21, 2023 | counterfactual | —Unverified | 0 |
| Explainable Reinforcement Learning Agents Using World Models | May 12, 2025 | counterfactualreinforcement-learning | —Unverified | 0 |
| Explaining k-Nearest Neighbors: Abductive and Counterfactual Explanations | Jan 10, 2025 | Classificationcounterfactual | —Unverified | 0 |
| Counterfactual Evaluation for Explainable AI | Sep 5, 2021 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Counterfactual Estimation and Optimization of Click Metrics for Search Engines | Mar 7, 2014 | Causal Inferencecounterfactual | —Unverified | 0 |
| CAISA at SemEval-2023 Task 8: Counterfactual Data Augmentation for Mitigating Class Imbalance in Causal Claim Identification | Jun 1, 2023 | counterfactualData Augmentation | —Unverified | 0 |
| Counterfactual equivalence for POMDPs, and underlying deterministic environments | Jan 11, 2018 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| CAB: Continuous Adaptive Blending Estimator for Policy Evaluation and Learning | Nov 6, 2018 | counterfactualRecommendation Systems | —Unverified | 0 |
| A New Bayesian Bootstrap for Quantitative Trade and Spatial Models | May 17, 2025 | counterfactual | —Unverified | 0 |
| Explainable Fairness in Recommendation | Apr 24, 2022 | counterfactualFairness | —Unverified | 0 |
| Counterfactual Edits for Generative Evaluation | Mar 2, 2023 | counterfactualStory Visualization | —Unverified | 0 |
| Counterfactual Editing for Search Result Explanation | Jan 25, 2023 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| C^3: Compositional Counterfactual Contrastive Learning for Video-grounded Dialogues | Jun 16, 2021 | Contrastive Learningcounterfactual | —Unverified | 0 |
| Counterfactual Distribution Regression for Structured Inference | Aug 20, 2019 | counterfactualregression | —Unverified | 0 |
| BYteam at SemEval-2020 Task 5: Detecting Counterfactual Statements with BERT and Ensembles | Dec 1, 2020 | Classificationcounterfactual | —Unverified | 0 |
| A New Approach to Backtracking Counterfactual Explanations: A Causal Framework for Efficient Model Interpretability | May 5, 2025 | counterfactual | —Unverified | 0 |
| A Dutch book argument for belief consistency | Feb 21, 2022 | counterfactual | —Unverified | 0 |
| Accounting for AI and Users Shaping One Another: The Role of Mathematical Models | Apr 18, 2024 | counterfactualRecommendation Systems | —Unverified | 0 |
| Ads Supply Personalization via Doubly Robust Learning | Sep 29, 2024 | counterfactual | —Unverified | 0 |
| Explainable bank failure prediction models: Counterfactual explanations to reduce the failure risk | Jul 14, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Counterfactual Debiasing for Generating Factually Consistent Text Summaries | May 18, 2023 | Abstractive Text Summarizationcounterfactual | —Unverified | 0 |
| An Evaluation on Large Language Model Outputs: Discourse and Memorization | Apr 17, 2023 | counterfactualLanguage Modeling | —Unverified | 0 |
| Budgeting Counterfactual for Offline RL | Jul 12, 2023 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Counterfactual Data-Fusion for Online Reinforcement Learners | Aug 1, 2017 | counterfactualDecision Making | —Unverified | 0 |
| Explainable Anomaly Detection: Counterfactual driven What-If Analysis | Aug 21, 2024 | Anomaly Detectioncounterfactual | —Unverified | 0 |
| Bubble Necessity Theorem | May 14, 2023 | counterfactual | —Unverified | 0 |
| CATE Estimation With Potential Outcome Imputation From Local Regression | Nov 7, 2023 | Contrastive Learningcounterfactual | —Unverified | 0 |
| A Neural Mean Embedding Approach for Back-door and Front-door Adjustment | Oct 12, 2022 | counterfactualDensity Estimation | —Unverified | 0 |
| Explainable Artificial Intelligence Techniques for Software Development Lifecycle: A Phase-specific Survey | May 11, 2025 | counterfactualExplainable artificial intelligence | —Unverified | 0 |
| Explainable History Distillation by Marked Temporal Point Process | Nov 13, 2023 | counterfactual | —Unverified | 0 |
| Bridging the gap: Towards an Expanded Toolkit for AI-driven Decision-Making in the Public Sector | Oct 29, 2023 | counterfactualDecision Making | —Unverified | 0 |
| An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models | Nov 16, 2021 | counterfactualData Augmentation | —Unverified | 0 |
| Counterfactual Data Augmentation improves Factuality of Abstractive Summarization | May 25, 2022 | Abstractive Text Summarizationcounterfactual | —Unverified | 0 |
| Bridging the Domain Gap: Improve Informal Language Translation via Counterfactual Domain Adaptation | May 18, 2021 | Articlescounterfactual | —Unverified | 0 |
| Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology | Jun 11, 2019 | counterfactualData Augmentation | —Unverified | 0 |
| BRIDGE: Bootstrapping Text to Control Time-Series Generation via Multi-Agent Iterative Optimization and Diffusion Modeling | Mar 4, 2025 | counterfactualData Augmentation | —Unverified | 0 |
| Bounds on Distributional Treatment Effect Parameters using Panel Data with an Application on Job Displacement | Aug 18, 2020 | counterfactual | —Unverified | 0 |
| Adopting Trustworthy AI for Sleep Disorder Prediction: Deep Time Series Analysis with Temporal Attention Mechanism and Counterfactual Explanations | Dec 25, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |