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Counterfactual Inference

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Showing 51–75 of 124 papers

TitleStatusHype
Meta-causal Learning for Single Domain Generalization—0
Achieving Counterfactual Fairness with Imperfect Structural Causal ModelCode0
Measuring axiomatic soundness of counterfactual image modelsCode1
Modeling Causal Mechanisms with Diffusion Models for Interventional and Counterfactual QueriesCode1
A Counterfactual Collaborative Session-based Recommender SystemCode1
Counterfactual (Non-)identifiability of Learned Structural Causal Models—0
Causal Inference for Knowledge Graph based RecommendationCode0
Debiasing Stance Detection Models with Counterfactual Reasoning and Adversarial Bias Learning—0
Learning to Bound Counterfactual Inference from Observational, Biased and Randomised DataCode0
Doubly robust nearest neighbors in factor modelsCode0
Counterfactual Learning with Multioutput Deep KernelsCode0
On counterfactual inference with unobserved confounding—0
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
Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment AnalysisCode1
A Constructive GAN-based Approach to Exact Estimate Treatment Effect without Matching—0
User-controllable Recommendation Against Filter BubblesCode1
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
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