| Conformal Counterfactual Inference under Hidden Confounding | May 20, 2024 | Causal InferenceConformal Prediction | —Unverified | 0 |
| Disentangling ID and Modality Effects for Session-based Recommendation | Apr 19, 2024 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| M-scan: A Multi-Scenario Causal-driven Adaptive Network for Recommendation | Apr 11, 2024 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Counterfactual contrastive learning: robust representations via causal image synthesis | Mar 14, 2024 | Contrastive Learningcounterfactual | CodeCode Available | 1 |
| Towards Multimodal Sentiment Analysis Debiasing via Bias Purification | Mar 8, 2024 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Doubly Abductive Counterfactual Inference for Text-based Image Editing | Mar 5, 2024 | counterfactualCounterfactual Inference | CodeCode Available | 1 |
| Best of Three Worlds: Adaptive Experimentation for Digital Marketing in Practice | Feb 16, 2024 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Counterfactual Influence in Markov Decision Processes | Feb 13, 2024 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Debiasing Recommendation with Personal Popularity | Feb 12, 2024 | counterfactualCounterfactual Inference | CodeCode Available | 1 |
| Causal Generative Explainers using Counterfactual Inference: A Case Study on the Morpho-MNIST Dataset | Jan 21, 2024 | Attributecounterfactual | —Unverified | 0 |
| A General Neural Causal Model for Interactive Recommendation | Oct 30, 2023 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Offline Imitation Learning with Variational Counterfactual Reasoning | Oct 7, 2023 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Answering Causal Queries at Layer 3 with DiscoSCMs-Embracing Heterogeneity | Sep 17, 2023 | Causal Inferencecounterfactual | —Unverified | 0 |
| Data-Driven Allocation of Preventive Care With Application to Diabetes Mellitus Type II | Aug 14, 2023 | counterfactualCounterfactual Inference | —Unverified | 0 |
| VLUCI: Variational Learning of Unobserved Confounders for Counterfactual Inference | Aug 2, 2023 | Causal Inferencecounterfactual | —Unverified | 0 |
| De-confounding Representation Learning for Counterfactual Inference on Continuous Treatment via Generative Adversarial Network | Jul 24, 2023 | Causal Inferencecounterfactual | —Unverified | 0 |
| Identification of Causal Relationship between Amyloid-beta Accumulation and Alzheimer's Disease Progression via Counterfactual Inference | Jul 3, 2023 | Causal Inferencecounterfactual | —Unverified | 0 |
| Simulating counterfactuals | Jun 27, 2023 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Predictive Coding beyond Correlations | Jun 27, 2023 | Bayesian InferenceCausal Discovery | —Unverified | 0 |
| Advancing Counterfactual Inference through Nonlinear Quantile Regression | Jun 9, 2023 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Self-Interpretable Time Series Prediction with Counterfactual Explanations | Jun 9, 2023 | Autonomous Drivingcounterfactual | —Unverified | 0 |
| Path-Specific Counterfactual Fairness for Recommender Systems | Jun 5, 2023 | Blockingcounterfactual | CodeCode Available | 1 |
| Partial Counterfactual Identification of Continuous Outcomes with a Curvature Sensitivity Model | Jun 2, 2023 | counterfactualCounterfactual Inference | CodeCode Available | 0 |
| Unveiling Cross Modality Bias in Visual Question Answering: A Causal View with Possible Worlds VQA | May 31, 2023 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation | May 25, 2023 | Causal Inferencecounterfactual | CodeCode Available | 0 |