counterfactual inference

Measuring axiomatic soundness of counterfactual image models ICLR 2023 Partial Counterfactual Identification of Continuous Outcomes with a Curvature Sensitivity Model NeurIPS 2023 Self-Interpretable Time Series Prediction with Counterfactual Explanations ICML 2023 Transfer learning for individual treatment effect estimation UAI 2023 Causal Classification: Treatment Effect Estimation vs. Outcome Prediction JMLR 2022 Causal Inference Through the Structural Causal Marginal Problem ICML 2022 Contrastive Mixture of Posteriors for Counterfactual Inference, Data Integration and Fairness ICML 2022 Counterfactual inference of second Opinions UAI 2022 Counterfactual Neural Temporal Point Process for Estimating Causal Influence of Misinformation on Social Media NeurIPS 2022 Deep Counterfactual Estimation with Categorical Background Variables NeurIPS 2022 Life is a Circus and We are the Clowns: Automatically Finding Analogies between Situations and Processes EMNLP 2022 Mitigating Spurious Correlation in Natural Language Understanding with Counterfactual Inference EMNLP 2022 Personalized Public Policy Analysis in Social Sciences Using Causal-Graphical Normalizing Flows AAAI 2022 VACA: Designing Variational Graph Autoencoders for Causal Queries AAAI 2022 What's the Harm? Sharp Bounds on the Fraction Negatively Affected by Treatment NeurIPS 2022 A Causal Lens for Controllable Text Generation NeurIPS 2021 A Language for Counterfactual Generative Models ICML 2021 Counterfactual Data Augmentation for Neural Machine Translation NAACL 2021 Counterfactual Inference for Text Classification Debiasing ACL 2021 Counterfactual Mean Embeddings JMLR 2021 Counterfactuals to Control Latent Disentangled Text Representations for Style Transfer ACL 2021 Counterfactual VQA: A Cause-Effect Look at Language Bias CVPR 2021 HypoGen: Hyperbole Generation with Commonsense and Counterfactual Knowledge EMNLP 2021 Cost-Effective Incentive Allocation via Structured Counterfactual Inference AAAI 2020 Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models ICML 2020