| GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual Reasoning | Apr 12, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Counterfactual Explanations of Neural Network-Generated Response Curves | Apr 8, 2023 | counterfactualCrop Yield Prediction | CodeCode Available | 0 |
| Meta-causal Learning for Single Domain Generalization | Apr 7, 2023 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Causal Repair of Learning-enabled Cyber-physical Systems | Apr 6, 2023 | counterfactualDiagnostic | —Unverified | 0 |
| Personalising Digital Health Behaviour Change Interventions using Machine Learning and Domain Knowledge | Apr 6, 2023 | counterfactual | —Unverified | 0 |
| Data AUDIT: Identifying Attribute Utility- and Detectability-Induced Bias in Task Models | Apr 6, 2023 | AttributeCausal Inference | —Unverified | 0 |
| Evidentiality-aware Retrieval for Overcoming Abstractiveness in Open-Domain Question Answering | Apr 6, 2023 | Contrastive Learningcounterfactual | —Unverified | 0 |
| SC-ML: Self-supervised Counterfactual Metric Learning for Debiased Visual Question Answering | Apr 4, 2023 | counterfactualMetric Learning | —Unverified | 0 |
| Bounding probabilities of causation through the causal marginal problem | Apr 4, 2023 | counterfactualDecision Making | —Unverified | 0 |
| With great power (prices) comes great tail pipe emissions? \\ A natural experiment of electricity prices and electric car adoption | Apr 4, 2023 | counterfactual | —Unverified | 0 |
| Mitigating Source Bias for Fairer Weak Supervision | Mar 30, 2023 | counterfactualFairness | CodeCode Available | 0 |
| One-Step Estimation of Differentiable Hilbert-Valued Parameters | Mar 29, 2023 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| CREATED: Generating Viable Counterfactual Sequences for Predictive Process Analytics | Mar 28, 2023 | counterfactual | —Unverified | 0 |
| Zero-shot Model Diagnosis | Mar 27, 2023 | counterfactualFairness | —Unverified | 0 |
| ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging | Mar 27, 2023 | counterfactual | CodeCode Available | 0 |
| Interactive Explanations by Conflict Resolution via Argumentative Exchanges | Mar 27, 2023 | counterfactualExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Online Learning for Incentive-Based Demand Response | Mar 27, 2023 | counterfactual | —Unverified | 0 |
| Achieving Counterfactual Fairness with Imperfect Structural Causal Model | Mar 26, 2023 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| CeFlow: A Robust and Efficient Counterfactual Explanation Framework for Tabular Data using Normalizing Flows | Mar 26, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Causal Image Synthesis of Brain MR in 3D | Mar 25, 2023 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| The Elasticity of Quantitative Investment | Mar 25, 2023 | counterfactual | —Unverified | 0 |
| Sensitivity Analysis in Unconditional Quantile Effects | Mar 24, 2023 | counterfactualSelection bias | —Unverified | 0 |
| Differentially Private Synthetic Control | Mar 24, 2023 | Causal Inferencecounterfactual | —Unverified | 0 |
| Uncertainty Calibration for Counterfactual Propensity Estimation in Recommendation | Mar 23, 2023 | counterfactualGeneralization Bounds | CodeCode Available | 0 |
| Semi-supervised counterfactual explanations | Mar 22, 2023 | counterfactualCounterfactual Explanation | —Unverified | 0 |