| Counterfactual Generation Under Confounding | Oct 22, 2022 | Attributecounterfactual | —Unverified | 0 |
| NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation | Oct 22, 2022 | counterfactualData Augmentation | CodeCode Available | 0 |
| Redefining Counterfactual Explanations for Reinforcement Learning: Overview, Challenges and Opportunities | Oct 21, 2022 | counterfactualreinforcement-learning | —Unverified | 0 |
| Augmentation by Counterfactual Explanation -- Fixing an Overconfident Classifier | Oct 21, 2022 | Autonomous Drivingcounterfactual | —Unverified | 0 |
| The privacy issue of counterfactual explanations: explanation linkage attacks | Oct 21, 2022 | counterfactualExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Robustifying Sentiment Classification by Maximally Exploiting Few Counterfactuals | Oct 21, 2022 | Classificationcounterfactual | CodeCode Available | 0 |
| Network Synthetic Interventions: A Causal Framework for Panel Data Under Network Interference | Oct 20, 2022 | counterfactual | —Unverified | 0 |
| Entire Space Counterfactual Learning: Tuning, Analytical Properties and Industrial Applications | Oct 20, 2022 | Auxiliary Learningcounterfactual | —Unverified | 0 |
| Adversarial De-confounding in Individualised Treatment Effects Estimation | Oct 19, 2022 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Data-Augmented Counterfactual Learning for Bundle Recommendation | Oct 19, 2022 | counterfactualData Augmentation | —Unverified | 0 |
| CPL: Counterfactual Prompt Learning for Vision and Language Models | Oct 19, 2022 | counterfactualimage-classification | —Unverified | 0 |
| Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations | Oct 17, 2022 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| Investigating the Robustness of Natural Language Generation from Logical Forms via Counterfactual Samples | Oct 16, 2022 | counterfactualLogical Reasoning | CodeCode Available | 0 |
| CLEAR: Generative Counterfactual Explanations on Graphs | Oct 16, 2022 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Fair Effect Attribution in Parallel Online Experiments | Oct 15, 2022 | AttributeCausal Inference | —Unverified | 0 |
| Counterfactual Neural Temporal Point Process for Estimating Causal Influence of Misinformation on Social Media | Oct 14, 2022 | counterfactualMisinformation | —Unverified | 0 |
| COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation | Oct 14, 2022 | counterfactualCounterfactual Inference | —Unverified | 0 |
| The COVID That Wasn't: Counterfactual Journalism Using GPT | Oct 13, 2022 | Articlescounterfactual | —Unverified | 0 |
| Walk a Mile in Their Shoes: a New Fairness Criterion for Machine Learning | Oct 13, 2022 | counterfactualFairness | —Unverified | 0 |
| Counterfactual Multihop QA: A Cause-Effect Approach for Reducing Disconnected Reasoning | Oct 13, 2022 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Feasible and Desirable Counterfactual Generation by Preserving Human Defined Constraints | Oct 12, 2022 | counterfactual | —Unverified | 0 |
| A Neural Mean Embedding Approach for Back-door and Front-door Adjustment | Oct 12, 2022 | counterfactualDensity Estimation | —Unverified | 0 |
| FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations | Oct 12, 2022 | counterfactualExplanation Generation | —Unverified | 0 |
| Causal and Counterfactual Views of Missing Data Models | Oct 11, 2022 | Causal IdentificationCausal Inference | —Unverified | 0 |
| Unit Selection: Case Study and Comparison with A/B Test Heuristic | Oct 10, 2022 | counterfactual | —Unverified | 0 |