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Counterfactual Inference

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TitleStatusHype
Counterfactual Data Augmentation via Perspective Transition for Open-Domain DialoguesCode0
Adaptive Experimental Design and Counterfactual Inference—0
Adversarial De-confounding in Individualised Treatment Effects Estimation—0
COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation—0
Counterfactual Multihop QA: A Cause-Effect Approach for Reducing Disconnected Reasoning—0
Counterfactual Supervision-based Information Bottleneck for Out-of-Distribution GeneralizationCode0
Learning to Infer Counterfactuals: Meta-Learning for Estimating Multiple Imbalanced Treatment Effects—0
A Constructive GAN-based Approach to Exact Estimate Treatment Effect without Matching—0
SurvCaus : Representation Balancing for Survival Causal InferenceCode0
Counterfactual Inference of Second OpinionsCode0
Counterfactual Analysis of the Impact of the IMF Program on Child Poverty in the Global-South Region using Causal-Graphical Normalizing Flows—0
Counterfactual inference for sequential experimentsCode0
Personalized Public Policy Analysis in Social Sciences using Causal-Graphical Normalizing Flows—0
Causal Inference Through the Structural Causal Marginal ProblemCode0
Cycle-Balanced Representation Learning For Counterfactual InferenceCode0
Causal Representation Learning for Context-Aware Face Transfer—0
ICPE: An Item Cluster-Wise Pareto-Efficient Framework for Recommendation Debiasing—0
HypoGen: Hyperbole Generation with Commonsense and Counterfactual KnowledgeCode0
Estimating Categorical Counterfactuals via Deep Twin Networks—0
CausalRec: Causal Inference for Visual Debiasing in Visually-Aware RecommendationCode0
Harmonization with Flow-based Causal InferenceCode0
NCoRE: Neural Counterfactual Representation Learning for Combinations of Treatments—0
Adaptive Doubly Robust Estimator from Non-stationary Logging Policy under a Convergence of Average Probability—0
Time Series Counterfactual Inference with Hidden Confounders—0
Neural Network Extrapolations with G-invariances from a Single Environment—0
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