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Counterfactual Inference

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Showing 26–50 of 124 papers

TitleStatusHype
Conformal Counterfactual Inference under Hidden Confounding—0
Disentangling ID and Modality Effects for Session-based RecommendationCode1
M-scan: A Multi-Scenario Causal-driven Adaptive Network for Recommendation—0
Counterfactual contrastive learning: robust representations via causal image synthesisCode1
Towards Multimodal Sentiment Analysis Debiasing via Bias Purification—0
Doubly Abductive Counterfactual Inference for Text-based Image EditingCode1
Best of Three Worlds: Adaptive Experimentation for Digital Marketing in Practice—0
Counterfactual Influence in Markov Decision ProcessesCode0
Debiasing Recommendation with Personal PopularityCode1
Causal Generative Explainers using Counterfactual Inference: A Case Study on the Morpho-MNIST Dataset—0
A General Neural Causal Model for Interactive Recommendation—0
Offline Imitation Learning with Variational Counterfactual ReasoningCode0
Answering Causal Queries at Layer 3 with DiscoSCMs-Embracing Heterogeneity—0
Data-Driven Allocation of Preventive Care With Application to Diabetes Mellitus Type II—0
VLUCI: Variational Learning of Unobserved Confounders for Counterfactual Inference—0
De-confounding Representation Learning for Counterfactual Inference on Continuous Treatment via Generative Adversarial Network—0
Identification of Causal Relationship between Amyloid-beta Accumulation and Alzheimer's Disease Progression via Counterfactual Inference—0
Simulating counterfactualsCode0
Predictive Coding beyond Correlations—0
Advancing Counterfactual Inference through Nonlinear Quantile Regression—0
Self-Interpretable Time Series Prediction with Counterfactual Explanations—0
Path-Specific Counterfactual Fairness for Recommender SystemsCode1
Partial Counterfactual Identification of Continuous Outcomes with a Curvature Sensitivity ModelCode0
Unveiling Cross Modality Bias in Visual Question Answering: A Causal View with Possible Worlds VQA—0
Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects EstimationCode0
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