| Endogenous Macrodynamics in Algorithmic Recourse | Aug 16, 2023 | counterfactualvalid | CodeCode Available | 0 | 5 |
| Born Identity Network: Multi-way Counterfactual Map Generation to Explain a Classifier's Decision | Nov 20, 2020 | counterfactual | CodeCode Available | 0 | 5 |
| Empowering Counterfactual Reasoning over Graph Neural Networks through Inductivity | Jun 7, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 | 5 |
| Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective | May 8, 2025 | Active LearningBenchmarking | CodeCode Available | 0 | 5 |
| EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification | Oct 23, 2023 | counterfactualData Augmentation | CodeCode Available | 0 | 5 |
| Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals | Dec 17, 2023 | Conformal Predictioncounterfactual | CodeCode Available | 0 | 5 |
| Debiasing Recommendation by Learning Identifiable Latent Confounders | Feb 10, 2023 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Efficient computation of counterfactual explanations of LVQ models | Aug 2, 2019 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 | 5 |
| Efficient computation of contrastive explanations | Oct 6, 2020 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 | 5 |
| Debiasing Text Safety Classifiers through a Fairness-Aware Ensemble | Sep 5, 2024 | counterfactualFairness | CodeCode Available | 0 | 5 |
| Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games | Feb 13, 2021 | counterfactualDecision Making | 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 |
| Partial Counterfactual Identification of Continuous Outcomes with a Curvature Sensitivity Model | Jun 2, 2023 | counterfactualCounterfactual Inference | CodeCode Available | 0 | 5 |
| Effective Explanations for Entity Resolution Models | Mar 24, 2022 | Attributecounterfactual | CodeCode Available | 0 | 5 |
| Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy Observations | Feb 22, 2025 | counterfactual | CodeCode Available | 0 | 5 |
| Efficient Classification with Counterfactual Reasoning and Active Learning | Jul 25, 2022 | Active LearningClassification | CodeCode Available | 0 | 5 |
| Decision Support System for Chronic Diseases Based on Drug-Drug Interactions | Mar 4, 2023 | counterfactualDiagnostic | CodeCode Available | 0 | 5 |
| PhysioMTL: Personalizing Physiological Patterns using Optimal Transport Multi-Task Regression | Mar 19, 2022 | counterfactualHeart Rate Variability | CodeCode Available | 0 | 5 |
| DeCoDEx: Confounder Detector Guidance for Improved Diffusion-based Counterfactual Explanations | May 15, 2024 | counterfactualImage Generation | CodeCode Available | 0 | 5 |
| Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games: Corrections | May 24, 2022 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation | May 25, 2023 | Causal Inferencecounterfactual | CodeCode Available | 0 | 5 |
| Dynamic Causal Collaborative Filtering | Aug 23, 2022 | Collaborative Filteringcounterfactual | CodeCode Available | 0 | 5 |
| ECINN: Efficient Counterfactuals from Invertible Neural Networks | Mar 25, 2021 | counterfactualimage-classification | CodeCode Available | 0 | 5 |
| Efficient Search for Diverse Coherent Explanations | Jan 2, 2019 | counterfactual | CodeCode Available | 0 | 5 |
| Counterfactual-Augmented Importance Sampling for Semi-Offline Policy Evaluation | Oct 26, 2023 | counterfactualOff-policy evaluation | CodeCode Available | 0 | 5 |
