| Counterfactual Explanation and Instance-Generation using Cycle-Consistent Generative Adversarial Networks | Jan 21, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Watermarking Counterfactual Explanations | May 29, 2024 | counterfactualExplainable artificial intelligence | CodeCode Available | 0 |
| LIMEtree: Consistent and Faithful Multi-class Explanations | May 4, 2020 | counterfactualExplainable artificial intelligence | CodeCode Available | 0 |
| Limits of Estimating Heterogeneous Treatment Effects: Guidelines for Practical Algorithm Design | Jul 1, 2018 | counterfactualGaussian Processes | CodeCode Available | 0 |
| Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question Answering | Jun 12, 2025 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Diffusion Counterfactual Generation with Semantic Abduction | Jun 9, 2025 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Linking in Style: Understanding learned features in deep learning models | Sep 25, 2024 | counterfactualDeep Learning | CodeCode Available | 0 |
| LioNets: A Neural-Specific Local Interpretation Technique Exploiting Penultimate Layer Information | Apr 13, 2021 | counterfactualDecision Making | CodeCode Available | 0 |
| Counterfactual Explanation Algorithms for Behavioral and Textual Data | Dec 4, 2019 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| LLM-based Agent Simulation for Maternal Health Interventions: Uncertainty Estimation and Decision-focused Evaluation | Mar 25, 2025 | counterfactualDecision Making | CodeCode Available | 0 |
| Diffusion-based Visual Counterfactual Explanations -- Towards Systematic Quantitative Evaluation | Aug 11, 2023 | counterfactualimage-classification | CodeCode Available | 0 |
| DiffExplainer: Unveiling Black Box Models Via Counterfactual Generation | Jun 21, 2024 | counterfactualimage-classification | CodeCode Available | 0 |
| Counterfactual Explainer Framework for Deep Reinforcement Learning Models Using Policy Distillation | May 25, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Think Rationally about What You See: Continuous Rationale Extraction for Relation Extraction | May 2, 2023 | counterfactualRelation | CodeCode Available | 0 |
| An Offline Metric for the Debiasedness of Click Models | Apr 19, 2023 | counterfactualLearning-To-Rank | CodeCode Available | 0 |
| Did I do that? Blame as a means to identify controlled effects in reinforcement learning | Jun 1, 2021 | counterfactual | CodeCode Available | 0 |
| Local Regression Distribution Estimators | Sep 30, 2020 | counterfactualregression | CodeCode Available | 0 |
| Local Rule-Based Explanations of Black Box Decision Systems | May 28, 2018 | counterfactual | CodeCode Available | 0 |
| Evaluating the Impact of Pulse Oximetry Bias in Machine Learning under Counterfactual Thinking | Aug 8, 2024 | counterfactualMortality Prediction | CodeCode Available | 0 |
| Counterfactual experience augmented off-policy reinforcement learning | Mar 18, 2025 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Counterfactual Evaluation of Peer-Review Assignment Policies | May 27, 2023 | counterfactualOff-policy evaluation | CodeCode Available | 0 |
| Evaluating the Reliability of Self-Explanations in Large Language Models | Jul 19, 2024 | counterfactual | CodeCode Available | 0 |
| Simulating counterfactuals | Jun 27, 2023 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Evaluating vaccine allocation strategies using simulation-assisted causal modelling | Dec 14, 2022 | counterfactual | CodeCode Available | 0 |
| Simulation-Based Counterfactual Causal Discovery on Real World Driver Behaviour | Jun 6, 2023 | Causal Discoverycounterfactual | CodeCode Available | 0 |
