| Uncovering the Source of Machine Bias | Jan 9, 2022 | counterfactual | —Unverified | 0 |
| Unconditional Effects of General Policy Interventions | Jan 7, 2022 | counterfactual | —Unverified | 0 |
| CausalKG: Causal Knowledge Graph Explainability using interventional and counterfactual reasoning | Jan 6, 2022 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Towards Relatable Explainable AI with the Perceptual Process | Dec 28, 2021 | counterfactualEmotion Recognition | —Unverified | 0 |
| Counterfactual Memorization in Neural Language Models | Dec 24, 2021 | counterfactualLanguage Modeling | —Unverified | 0 |
| Prolog-based agnostic explanation module for structured pattern classification | Dec 23, 2021 | ChatbotClassification | —Unverified | 0 |
| Learning Cooperative Multi-Agent Policies with Partial Reward Decoupling | Dec 23, 2021 | counterfactualMulti-agent Reinforcement Learning | —Unverified | 0 |
| CausalMTA: Eliminating the User Confounding Bias for Causal Multi-touch Attribution | Dec 21, 2021 | counterfactualPrediction | —Unverified | 0 |
| Revisiting Game Representations: The Hidden Costs of Efficiency in Sequential Decision-making Algorithms | Dec 20, 2021 | counterfactualDecision Making | —Unverified | 0 |
| Predicting treatment effects from observational studies using machine learning methods: A simulation study | Dec 20, 2021 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Analyzing and Improving the Robustness of Tabular Classifiers using Counterfactual Explanations | Dec 13, 2021 | Adversarial Robustnesscounterfactual | CodeCode Available | 0 |
| U.S. Long-Term Earnings Outcomes by Sex, Race, Ethnicity, and Place of Birth | Dec 10, 2021 | counterfactualquantile regression | —Unverified | 0 |
| Efficient counterfactual estimation in semiparametric discrete choice models: a note on Chiong, Hsieh, and Shum (2017) | Dec 9, 2021 | counterfactualDiscrete Choice Models | —Unverified | 0 |
| Ambiguous Dynamic Treatment Regimes: A Reinforcement Learning Approach | Dec 8, 2021 | counterfactualDecision Making | —Unverified | 0 |
| Non parametric estimation of causal populations in a counterfactual scenario | Dec 8, 2021 | counterfactual | —Unverified | 0 |
| Enhancing Counterfactual Classification via Self-Training | Dec 8, 2021 | Classificationcounterfactual | CodeCode Available | 0 |
| Disentangled Counterfactual Recurrent Networks for Treatment Effect Inference over Time | Dec 7, 2021 | counterfactual | —Unverified | 0 |
| Diverse, Global and Amortised Counterfactual Explanations for Uncertainty Estimates | Dec 5, 2021 | counterfactualDiversity | —Unverified | 0 |
| Counterfactual Fairness in Mortgage Lending via Matching and Randomization | Dec 3, 2021 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 |
| Adversarial Robustness of Deep Reinforcement Learning based Dynamic Recommender Systems | Dec 2, 2021 | Adversarial Robustnesscounterfactual | —Unverified | 0 |
| Counterfactual Explanations via Latent Space Projection and Interpolation | Dec 2, 2021 | Binary Classificationcounterfactual | —Unverified | 0 |
| Multi-Domain Transformer-Based Counterfactual Augmentation for Earnings Call Analysis | Dec 2, 2021 | counterfactualData Augmentation | —Unverified | 0 |
| Generating High-Quality Explanations for Navigation in Partially-Revealed Environments | Dec 1, 2021 | counterfactualExplanation Generation | CodeCode Available | 0 |
| Equitable modelling of brain imaging by counterfactual augmentation with morphologically constrained 3D deep generative models | Nov 29, 2021 | counterfactual | —Unverified | 0 |
| DeDUCE: Generating Counterfactual Explanations Efficiently | Nov 29, 2021 | counterfactual | CodeCode Available | 0 |