| 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 |
| Counterfactual Regret Minimization for Anti-jamming Game of Frequency Agile Radar | Feb 21, 2022 | counterfactual | —Unverified | 0 |
| Generalizable Information Theoretic Causal Representation | Feb 17, 2022 | counterfactualimage-classification | —Unverified | 0 |
| Synthetic Control As Online Linear Regression | Feb 17, 2022 | counterfactualregression | —Unverified | 0 |
| Counterfactual Analysis of the Impact of the IMF Program on Child Poverty in the Global-South Region using Causal-Graphical Normalizing Flows | Feb 17, 2022 | Causal Inferencecounterfactual | —Unverified | 0 |
| Single Trajectory Nonparametric Learning of Nonlinear Dynamics | Feb 16, 2022 | counterfactual | —Unverified | 0 |
| Realistic Counterfactual Explanations with Learned Relations | Feb 15, 2022 | counterfactual | —Unverified | 0 |
| Explaining Reject Options of Learning Vector Quantization Classifiers | Feb 15, 2022 | counterfactualQuantization | CodeCode Available | 0 |
| LIMREF: Local Interpretable Model Agnostic Rule-based Explanations for Forecasting, with an Application to Electricity Smart Meter Data | Feb 15, 2022 | counterfactualDecision Making | —Unverified | 0 |
| Counterfactual inference for sequential experiments | Feb 14, 2022 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Fair When Trained, Unfair When Deployed: Observable Fairness Measures are Unstable in Performative Prediction Settings | Feb 10, 2022 | counterfactualFairness | —Unverified | 0 |
| Prediction Sensitivity: Continual Audit of Counterfactual Fairness in Deployed Classifiers | Feb 9, 2022 | counterfactualFairness | —Unverified | 0 |
| Validating Causal Inference Methods | Feb 9, 2022 | Causal Inferencecounterfactual | —Unverified | 0 |
| Evaluating the impact of quarantine measures on COVID-19 spread | Feb 9, 2022 | counterfactualDecision Making | —Unverified | 0 |
| Energy Management Based on Multi-Agent Deep Reinforcement Learning for A Multi-Energy Industrial Park | Feb 8, 2022 | counterfactualDeep Reinforcement Learning | —Unverified | 0 |
| Counterfactual Multi-Token Fairness in Text Classification | Feb 8, 2022 | AttributeClassification | —Unverified | 0 |