| Reasoning about Counterfactuals to Improve Human Inverse Reinforcement Learning | Mar 3, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Counterfactually Evaluating Explanations in Recommender Systems | Mar 2, 2022 | counterfactualRecommendation Systems | —Unverified | 0 |
| Selection, Ignorability and Challenges With Causal Fairness | Feb 28, 2022 | counterfactualFairness | —Unverified | 0 |
| On Learning and Testing of Counterfactual Fairness through Data Preprocessing | Feb 25, 2022 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Predicting the impact of treatments over time with uncertainty aware neural differential equations | Feb 24, 2022 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Counterfactual Explanations for Predictive Business Process Monitoring | Feb 24, 2022 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Distributional Counterfactual Analysis in High-Dimensional Setup | Feb 23, 2022 | counterfactualvalid | —Unverified | 0 |
| Training Characteristic Functions with Reinforcement Learning: XAI-methods play Connect Four | Feb 23, 2022 | counterfactualExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Causal Effect Identification in Cluster DAGs | Feb 22, 2022 | counterfactualvalid | —Unverified | 0 |
| A Dutch book argument for belief consistency | Feb 21, 2022 | counterfactual | —Unverified | 0 |
