| Efficient Classification with Counterfactual Reasoning and Active Learning | Jul 25, 2022 | Active LearningClassification | CodeCode Available | 0 | 5 |
| Efficient and robust transfer learning of optimal individualized treatment regimes with right-censored survival data | Jan 13, 2023 | counterfactualparameter estimation | CodeCode Available | 0 | 5 |
| Efficient computation of contrastive explanations | Oct 6, 2020 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 | 5 |
| Causal Expectation-Maximisation | Nov 4, 2020 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Counterfactual Explanations for Linear Optimization | May 24, 2024 | counterfactual | CodeCode Available | 0 | 5 |
| CARE: Coherent Actionable Recourse based on Sound Counterfactual Explanations | Aug 18, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 0 | 5 |
| ECINN: Efficient Counterfactuals from Invertible Neural Networks | Mar 25, 2021 | counterfactualimage-classification | CodeCode Available | 0 | 5 |
| Effective Explanations for Entity Resolution Models | Mar 24, 2022 | Attributecounterfactual | CodeCode Available | 0 | 5 |
| Causal Analysis of Syntactic Agreement Neurons in Multilingual Language Models | Oct 25, 2022 | counterfactual | CodeCode Available | 0 | 5 |
| Counterfactual Explanations of Neural Network-Generated Response Curves | Apr 8, 2023 | counterfactualCrop Yield Prediction | CodeCode Available | 0 | 5 |
| Counterfactual Explanations Using Optimization With Constraint Learning | Sep 22, 2022 | counterfactualDiversity | CodeCode Available | 0 | 5 |
| Achieving Counterfactual Fairness with Imperfect Structural Causal Model | Mar 26, 2023 | counterfactualCounterfactual Inference | CodeCode Available | 0 | 5 |
| Causal Augmentation for Causal Sentence Classification | Nov 1, 2021 | Classificationcounterfactual | CodeCode Available | 0 | 5 |
| Efficient computation of counterfactual explanations of LVQ models | Aug 2, 2019 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 | 5 |
| Counterfactual Explanations with Probabilistic Guarantees on their Robustness to Model Change | Aug 9, 2024 | counterfactual | CodeCode Available | 0 | 5 |
| Endogenous Macrodynamics in Algorithmic Recourse | Aug 16, 2023 | counterfactualvalid | CodeCode Available | 0 | 5 |
| Estimating heterogeneous survival treatment effect in observational data using machine learning | Aug 17, 2020 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 0 | 5 |
| Fast, Robust, Continuous Monocular Egomotion Computation | Feb 16, 2016 | counterfactualMotion Estimation | CodeCode Available | 0 | 5 |
| Counterfactual Explanation with Multi-Agent Reinforcement Learning for Drug Target Prediction | Mar 24, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 0 | 5 |
| Counterfactual Fairness | Mar 20, 2017 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 0 | 5 |
| Counterfactual Explanations for Graph Classification Through the Lenses of Density | Jul 27, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 | 5 |
| Counterfactual Explanations for Face Forgery Detection via Adversarial Removal of Artifacts | Apr 12, 2024 | Adversarial Attackcounterfactual | CodeCode Available | 0 | 5 |
| Can We Validate Counterfactual Estimations in the Presence of General Network Interference? | Feb 3, 2025 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| An Information Criterion for Controlled Disentanglement of Multimodal Data | Oct 31, 2024 | counterfactualDisentanglement | CodeCode Available | 0 | 5 |
| Counterfactual Explanations for Continuous Action Reinforcement Learning | May 19, 2025 | counterfactualreinforcement-learning | CodeCode Available | 0 | 5 |
