| Exogenous Matching: Learning Good Proposals for Tractable Counterfactual Estimation | Oct 17, 2024 | counterfactual | CodeCode Available | 0 | 5 |
| Exploring the Trade-off between Plausibility, Change Intensity and Adversarial Power in Counterfactual Explanations using Multi-objective Optimization | May 20, 2022 | counterfactualGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| Experiential Explanations for Reinforcement Learning | Oct 10, 2022 | Chunkingcounterfactual | CodeCode Available | 0 | 5 |
| Game Plan: What AI can do for Football, and What Football can do for AI | Nov 18, 2020 | BIG-bench Machine Learningcounterfactual | 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 |
| Efficient Classification with Counterfactual Reasoning and Active Learning | Jul 25, 2022 | Active LearningClassification | CodeCode Available | 0 | 5 |
| Efficient computation of contrastive explanations | Oct 6, 2020 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 | 5 |
| ECINN: Efficient Counterfactuals from Invertible Neural Networks | Mar 25, 2021 | counterfactualimage-classification | CodeCode Available | 0 | 5 |
| Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation | May 25, 2023 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Effective Explanations for Entity Resolution Models | Mar 24, 2022 | Attributecounterfactual | CodeCode Available | 0 | 5 |
| Explaining Image Classifiers by Counterfactual Generation | Jul 20, 2018 | counterfactualImage Classification | CodeCode Available | 0 | 5 |
| Δ- OPE: Off-Policy Estimation with Pairs of Policies | May 16, 2024 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Dynamic Causal Collaborative Filtering | Aug 23, 2022 | Collaborative Filteringcounterfactual | 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 counterfactual explanations of LVQ models | Aug 2, 2019 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 | 5 |
| Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial Domains | Nov 15, 2023 | counterfactualSentence | CodeCode Available | 0 | 5 |
| Counterfactual Explanations as Interventions in Latent Space | Jun 14, 2021 | counterfactualExplainable artificial intelligence | CodeCode Available | 0 | 5 |
| Doubly Robust Kernel Statistics for Testing Distributional Treatment Effects | Dec 9, 2022 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Counterfactual Graphs for Explainable Classification of Brain Networks | Jun 16, 2021 | Classificationcounterfactual | CodeCode Available | 0 | 5 |
| Do Users Benefit From Interpretable Vision? A User Study, Baseline, And Dataset | Apr 25, 2022 | counterfactualimage-classification | CodeCode Available | 0 | 5 |
| DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRI | Jul 18, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 | 5 |
