| DR-VIDAL -- Doubly Robust Variational Information-theoretic Deep Adversarial Learning for Counterfactual Prediction and Treatment Effect Estimation on Real World Data | Mar 7, 2023 | counterfactualGenerative Adversarial Network | CodeCode Available | 0 |
| Δ- OPE: Off-Policy Estimation with Pairs of Policies | May 16, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| The impact of Covid-19 vaccination in Aotearoa New Zealand: a modelling study | Jan 18, 2024 | counterfactual | CodeCode Available | 0 |
| Transforming Dutch: Debiasing Dutch Coreference Resolution Systems for Non-binary Pronouns | Apr 30, 2024 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| Do LLMs Have the Generalization Ability in Conducting Causal Inference? | Oct 15, 2024 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Dynamic Causal Collaborative Filtering | Aug 23, 2022 | Collaborative Filteringcounterfactual | CodeCode Available | 0 |
| Semiparametric Counterfactual Regression | Apr 3, 2025 | counterfactualDecision Making | CodeCode Available | 0 |
| Possible Stories: Evaluating Situated Commonsense Reasoning under Multiple Possible Scenarios | Sep 16, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation | May 25, 2023 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Counterfactual Explanations Using Optimization With Constraint Learning | Sep 22, 2022 | counterfactualDiversity | CodeCode Available | 0 |
| Learning Counterfactual Representations for Estimating Individual Dose-Response Curves | Feb 3, 2019 | counterfactualModel Selection | CodeCode Available | 0 |
| Counterfactual Explanations of Neural Network-Generated Response Curves | Apr 8, 2023 | counterfactualCrop Yield Prediction | CodeCode Available | 0 |
| Counterfactual Explanations for Survival Prediction of Cardiovascular ICU Patients | Jun 15, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Post Reinforcement Learning Inference | Feb 17, 2023 | counterfactualOff-policy evaluation | CodeCode Available | 0 |
| Semi-supervised Anomaly Detection via Adaptive Reinforcement Learning-Enabled Method with Causal Inference for Sensor Signals | May 11, 2024 | Anomaly DetectionCausal Inference | CodeCode Available | 0 |
| Counterfactual Explanations for Natural Language Interfaces | Apr 27, 2022 | counterfactualSemantic Parsing | CodeCode Available | 0 |
| Unveiling the Potential of Robustness in Selecting Conditional Average Treatment Effect Estimators | Feb 28, 2024 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| ECINN: Efficient Counterfactuals from Invertible Neural Networks | Mar 25, 2021 | counterfactualimage-classification | CodeCode Available | 0 |
| Counterfactual Explanations for Models of Code | Nov 10, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| CausAdv: A Causal-based Framework for Detecting Adversarial Examples | Oct 29, 2024 | Adversarial Robustnesscounterfactual | CodeCode Available | 0 |
| Learning from Ambiguous Labels for Lung Nodule Malignancy Prediction | Apr 23, 2021 | counterfactualPrediction | CodeCode Available | 0 |
| AKEW: Assessing Knowledge Editing in the Wild | Feb 29, 2024 | Articlescounterfactual | CodeCode Available | 0 |
| Effective Explanations for Entity Resolution Models | Mar 24, 2022 | Attributecounterfactual | CodeCode Available | 0 |
| The Label Complexity of Active Learning from Observational Data | May 29, 2019 | Active Learningcounterfactual | CodeCode Available | 0 |
| Efficient and robust transfer learning of optimal individualized treatment regimes with right-censored survival data | Jan 13, 2023 | counterfactualparameter estimation | CodeCode Available | 0 |
