| Global Counterfactual Explainer for Graph Neural Networks | Oct 21, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| Redefining Counterfactual Explanations for Reinforcement Learning: Overview, Challenges and Opportunities | Oct 21, 2022 | counterfactualreinforcement-learning | —Unverified | 0 |
| Diffusion Visual Counterfactual Explanations | Oct 21, 2022 | counterfactualimage-classification | CodeCode Available | 1 |
| Counterfactual Recipe Generation: Exploring Compositional Generalization in a Realistic Scenario | Oct 20, 2022 | counterfactualRecipe Generation | CodeCode Available | 1 |
| 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 |
| MoCoDA: Model-based Counterfactual Data Augmentation | Oct 20, 2022 | counterfactualData Augmentation | CodeCode Available | 1 |
| Adversarial De-confounding in Individualised Treatment Effects Estimation | Oct 19, 2022 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Anytime-valid off-policy inference for contextual bandits | Oct 19, 2022 | counterfactualMulti-Armed Bandits | CodeCode Available | 1 |
| 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 |
| CLEAR: Generative Counterfactual Explanations on Graphs | Oct 16, 2022 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Investigating the Robustness of Natural Language Generation from Logical Forms via Counterfactual Samples | Oct 16, 2022 | counterfactualLogical Reasoning | CodeCode Available | 0 |
| Fair Effect Attribution in Parallel Online Experiments | Oct 15, 2022 | AttributeCausal Inference | —Unverified | 0 |
| COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation | Oct 14, 2022 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Counterfactual Neural Temporal Point Process for Estimating Causal Influence of Misinformation on Social Media | Oct 14, 2022 | counterfactualMisinformation | —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 |
| 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 |
| Feasible and Desirable Counterfactual Generation by Preserving Human Defined Constraints | Oct 12, 2022 | counterfactual | —Unverified | 0 |
| Deep Counterfactual Estimation with Categorical Background Variables | Oct 11, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Causal and Counterfactual Views of Missing Data Models | Oct 11, 2022 | Causal IdentificationCausal Inference | —Unverified | 0 |
