| Answering Causal Queries at Layer 3 with DiscoSCMs-Embracing Heterogeneity | Sep 17, 2023 | Causal Inferencecounterfactual | —Unverified | 0 |
| Explaining Classifiers using Adversarial Perturbations on the Perceptual Ball | Dec 19, 2019 | counterfactual | —Unverified | 0 |
| CounterNet: End-to-End Training of Prediction Aware Counterfactual Explanations | Sep 15, 2021 | counterfactualExplanation Generation | —Unverified | 0 |
| Evaluating and Mitigating Bias in Image Classifiers: A Causal Perspective Using Counterfactuals | Sep 17, 2020 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| A Novel Multi-Objective Evolutionary Algorithm for Counterfactual Generation | Feb 3, 2025 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Counterfactual Formulation of Patient-Specific Root Causes of Disease | May 27, 2023 | counterfactualExplainable artificial intelligence | —Unverified | 0 |
| Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning | Feb 16, 2023 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Counterfactual Fairness with Partially Known Causal Graph | May 27, 2022 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder | Nov 24, 2020 | AttributeCausal Inference | —Unverified | 0 |
| Causal Conceptions of Fairness and their Consequences | Jul 12, 2022 | counterfactualDecision Making | —Unverified | 0 |
| Counterfactual Fairness through Transforming Data Orthogonal to Bias | Mar 26, 2024 | counterfactualDecision Making | —Unverified | 0 |
| Counterfactual Fairness through Data Preprocessing | Jan 1, 2021 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Causal Contrastive Learning for Counterfactual Regression Over Time | Jun 1, 2024 | Causal InferenceContrastive Learning | —Unverified | 0 |
| A Novel Method to Metigate Demographic and Expert Bias in ICD Coding with Causal Inference | Oct 18, 2024 | Causal Inferencecounterfactual | —Unverified | 0 |
| Counterfactual Generation with Knockoffs | Feb 1, 2021 | counterfactualVariable Selection | —Unverified | 0 |
| Beauty Learning and Counterfactual Inference | Apr 24, 2019 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Causal Discovery and Counterfactual Explanations for Personalized Student Learning | Sep 18, 2023 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| CounteRGAN: Generating Realistic Counterfactuals with Residual Generative Adversarial Nets | Sep 11, 2020 | counterfactual | —Unverified | 0 |
| Counterfactual fairness: removing direct effects through regularization | Feb 25, 2020 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Counterfactual Fairness Is Not Demographic Parity, and Other Observations | Feb 5, 2024 | counterfactualFairness | —Unverified | 0 |
| Answer-Set Programs for Repair Updates and Counterfactual Interventions | Sep 25, 2022 | counterfactual | —Unverified | 0 |
| A Novel Generative Model with Causality Constraint for Mitigating Biases in Recommender Systems | May 22, 2025 | counterfactualRecommendation Systems | —Unverified | 0 |
| Causal Disentanglement for Robust Long-tail Medical Image Generation | Apr 20, 2025 | counterfactualDisentanglement | —Unverified | 0 |
| Counterfactual Fairness Is Basically Demographic Parity | Aug 7, 2022 | counterfactualFairness | —Unverified | 0 |
| Counterfactual Fairness in Text Classification through Robustness | Sep 27, 2018 | AttributeClassification | —Unverified | 0 |