| Counterfactual Explanations for Clustering Models | Sep 19, 2024 | Clusteringcounterfactual | —Unverified | 0 | 0 |
| Explaining ELH Concept Descriptions through Counterfactual Reasoning | Jan 12, 2023 | counterfactualCounterfactual Reasoning | —Unverified | 0 | 0 |
| Counterfactual Explanations for Deep Learning-Based Traffic Forecasting | May 1, 2024 | counterfactualDeep Learning | —Unverified | 0 | 0 |
| Counterfactual Explanations for k-means and Gaussian Clustering | Jan 17, 2025 | Clusteringcounterfactual | —Unverified | 0 | 0 |
| Towards Explainable Land Cover Mapping: a Counterfactual-based Strategy | Jan 4, 2023 | counterfactualCounterfactual Explanation | —Unverified | 0 | 0 |
| Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review | Oct 20, 2020 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 | 0 |
| Counterfactual Explanations for Machine Learning: Challenges Revisited | Jun 14, 2021 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 | 0 |
| Counterfactual Explanations for Model Ensembles Using Entropic Risk Measures | Mar 11, 2025 | counterfactualCounterfactual Explanation | —Unverified | 0 | 0 |
| Counterfactual Explanations for Multivariate Time-Series without Training Datasets | May 28, 2024 | counterfactualTime Series | —Unverified | 0 | 0 |
| Counterfactual Explanations for Oblique Decision Trees: Exact, Efficient Algorithms | Mar 1, 2021 | counterfactual | —Unverified | 0 | 0 |
| Counterfactual Explanations for Predictive Business Process Monitoring | Feb 24, 2022 | counterfactualCounterfactual Explanation | —Unverified | 0 | 0 |
| Redefining Counterfactual Explanations for Reinforcement Learning: Overview, Challenges and Opportunities | Oct 21, 2022 | counterfactualreinforcement-learning | —Unverified | 0 | 0 |
| Counterfactual Explanations for Support Vector Machine Models | Dec 14, 2022 | counterfactualvalid | —Unverified | 0 | 0 |
| Counterfactual Explanations of Black-box Machine Learning Models using Causal Discovery with Applications to Credit Rating | Feb 5, 2024 | Causal Discoverycounterfactual | —Unverified | 0 | 0 |
| Counterfactual Explanations of Concept Drift | Jun 23, 2020 | counterfactual | —Unverified | 0 | 0 |
| Counterfactual Explanations via Latent Space Projection and Interpolation | Dec 2, 2021 | Binary Classificationcounterfactual | —Unverified | 0 | 0 |
| Counterfactual Explanations via Locally-guided Sequential Algorithmic Recourse | Sep 8, 2023 | counterfactual | —Unverified | 0 | 0 |
| Counterfactual Explanations via Riemannian Latent Space Traversal | Nov 4, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 | 0 |
| Counterfactual Explanation via Search in Gaussian Mixture Distributed Latent Space | Jul 25, 2023 | counterfactualCounterfactual Explanation | —Unverified | 0 | 0 |
| Algorithmic Recourse with Missing Values | Apr 28, 2023 | counterfactualCounterfactual Explanation | —Unverified | 0 | 0 |
| Counterfactual Fairness Evaluation of Machine Learning Models on Educational Datasets | Apr 15, 2025 | counterfactualFairness | —Unverified | 0 | 0 |
| Counterfactual Fairness for Predictions using Generative Adversarial Networks | Oct 26, 2023 | Attributecounterfactual | —Unverified | 0 | 0 |
| Counterfactual Fairness in Text Classification through Robustness | Sep 27, 2018 | AttributeClassification | —Unverified | 0 | 0 |
| Counterfactual Fairness Is Basically Demographic Parity | Aug 7, 2022 | counterfactualFairness | —Unverified | 0 | 0 |
| Counterfactual Fairness Is Not Demographic Parity, and Other Observations | Feb 5, 2024 | counterfactualFairness | —Unverified | 0 | 0 |
| Counterfactual fairness: removing direct effects through regularization | Feb 25, 2020 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 | 0 |
| Counterfactual Fairness through Data Preprocessing | Jan 1, 2021 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 | 0 |
| Counterfactual Fairness through Transforming Data Orthogonal to Bias | Mar 26, 2024 | counterfactualDecision Making | —Unverified | 0 | 0 |
| Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder | Nov 24, 2020 | AttributeCausal Inference | —Unverified | 0 | 0 |
| Counterfactual Fairness with Partially Known Causal Graph | May 27, 2022 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 | 0 |
| Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning | Feb 16, 2023 | counterfactualCounterfactual Reasoning | —Unverified | 0 | 0 |
| Counterfactual Formulation of Patient-Specific Root Causes of Disease | May 27, 2023 | counterfactualExplainable artificial intelligence | —Unverified | 0 | 0 |
| Evaluating and Mitigating Bias in Image Classifiers: A Causal Perspective Using Counterfactuals | Sep 17, 2020 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 | 0 |
| Counterfactual Generation Under Confounding | Oct 22, 2022 | Attributecounterfactual | —Unverified | 0 | 0 |
| Counterfactual Generation with Answer Set Programming | Feb 6, 2024 | Attributecounterfactual | —Unverified | 0 | 0 |
| Counterfactual Generation with Knockoffs | Feb 1, 2021 | counterfactualVariable Selection | —Unverified | 0 | 0 |
| Counterfactual Graph Transformer for Traffic Flow Prediction | Aug 1, 2023 | counterfactualPrediction | —Unverified | 0 | 0 |
| Counterfactual Image Generation for adversarially robust and interpretable Classifiers | Oct 1, 2023 | counterfactualDescriptive | —Unverified | 0 | 0 |
| Counterfactual Image Networks | Jan 1, 2018 | counterfactualObject | —Unverified | 0 | 0 |
| Counterfactual Image Synthesis for Discovery of Personalized Predictive Image Markers | Aug 3, 2022 | counterfactualImage Generation | —Unverified | 0 | 0 |
| Counterfactual Inference for Eliminating Sentiment Bias in Recommender Systems | May 6, 2025 | counterfactualCounterfactual Inference | —Unverified | 0 | 0 |
| Counterfactual inference for sequential experiments | Feb 14, 2022 | counterfactualCounterfactual Inference | —Unverified | 0 | 0 |
| Counterfactual Inference in Duration Models with Random Censoring | Feb 22, 2019 | counterfactualCounterfactual Inference | —Unverified | 0 | 0 |
| Counterfactual Inference under Thompson Sampling | Apr 3, 2025 | Causal Inferencecounterfactual | —Unverified | 0 | 0 |
| Counterfactual Influence as a Distributional Quantity | Jun 25, 2025 | counterfactualimage-classification | —Unverified | 0 | 0 |
| Counterfactual Instances Explain Little | Sep 20, 2021 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 | 0 |
| Counterfactual Intervention Feature Transfer for Visible-Infrared Person Re-identification | Aug 1, 2022 | counterfactualPerson Re-Identification | —Unverified | 0 | 0 |
| Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction | May 14, 2021 | counterfactualSentence | —Unverified | 0 | 0 |
| Counterfactual Invariance to Spurious Correlations: Why and How to Pass Stress Tests | May 31, 2021 | Causal Inferencecounterfactual | —Unverified | 0 | 0 |
| Counterfactual Invariance to Spurious Correlations in Text Classification | May 21, 2021 | Causal InferenceClassification | —Unverified | 0 | 0 |