| A General Framework for Counterfactual Learning-to-Rank | Apr 30, 2018 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Counterfactual Learning To Rank for Utility-Maximizing Query Autocompletion | Apr 22, 2022 | counterfactualInformation Retrieval | —Unverified | 0 |
| Causal Imputation for Counterfactual SCMs: Bridging Graphs and Latent Factor Models | Feb 22, 2024 | counterfactualImputation | —Unverified | 0 |
| Counterfactual Fairness for Predictions using Generative Adversarial Networks | Oct 26, 2023 | Attributecounterfactual | —Unverified | 0 |
| Counterfactual Learning with General Data-generating Policies | Dec 4, 2022 | counterfactualDecision Making | —Unverified | 0 |
| Data-Augmented Counterfactual Learning for Bundle Recommendation | Oct 19, 2022 | counterfactualData Augmentation | —Unverified | 0 |
| A preference elicitation interface for collecting dense recommender datasets with rich user information | Jun 27, 2017 | counterfactualDiversity | —Unverified | 0 |
| Counterfactually Evaluating Explanations in Recommender Systems | Mar 2, 2022 | counterfactualRecommendation Systems | —Unverified | 0 |
| Causal inference for data-driven debugging and decision making in cloud computing | Mar 4, 2016 | Causal InferenceCloud Computing | —Unverified | 0 |
| Counterfactual Fairness Evaluation of Machine Learning Models on Educational Datasets | Apr 15, 2025 | counterfactualFairness | —Unverified | 0 |
| Counterfactually Fair Reinforcement Learning via Sequential Data Preprocessing | Jan 10, 2025 | Causal Inferencecounterfactual | —Unverified | 0 |
| A comprehensive interpretable machine learning framework for Mild Cognitive Impairment and Alzheimer's disease diagnosis | Dec 12, 2024 | counterfactualEnsemble Learning | —Unverified | 0 |
| Counterfactually Guided Off-policy Transfer in Clinical Settings | Jun 20, 2020 | counterfactualDecision Making | —Unverified | 0 |
| A Novel Counterfactual Data Augmentation Method for Aspect-Based Sentiment Analysis | Jun 20, 2023 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Achieving Diversity in Counterfactual Explanations: a Review and Discussion | May 10, 2023 | counterfactualDiversity | —Unverified | 0 |
| Counterfactual Matters: Intrinsic Probing For Dialogue State Tracking | Nov 1, 2021 | counterfactualDialogue State Tracking | —Unverified | 0 |
| Causal Inference in Finance: An Expertise-Driven Model for Instrument Variables Identification and Interpretation | Nov 26, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals | Sep 22, 2021 | Causal Inferencecounterfactual | —Unverified | 0 |
| Counterfactual Memorization in Neural Language Models | Dec 24, 2021 | counterfactualLanguage Modeling | —Unverified | 0 |
| Counterfactual Metarules for Local and Global Recourse | May 29, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| A PSO Based Method to Generate Actionable Counterfactuals for High Dimensional Data | Sep 30, 2023 | counterfactual | —Unverified | 0 |
| Data-Driven Allocation of Preventive Care With Application to Diabetes Mellitus Type II | Aug 14, 2023 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Data-Driven Estimation of Heterogeneous Treatment Effects | Jan 16, 2023 | counterfactualHeterogeneous Treatment Effect Estimation | —Unverified | 0 |
| Counterfactual Multi-Agent Reinforcement Learning with Graph Convolution Communication | Apr 1, 2020 | counterfactualMulti-agent Reinforcement Learning | —Unverified | 0 |
| Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond | Oct 23, 2023 | counterfactualMultiple-choice | —Unverified | 0 |