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Counterfactual Inference

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Showing 51–75 of 124 papers

TitleStatusHype
Counterfactual Influence in Markov Decision ProcessesCode0
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
Self-Interpretable Time Series Prediction with Counterfactual Explanations—0
Advancing Counterfactual Inference through Nonlinear Quantile Regression—0
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
Meta-causal Learning for Single Domain Generalization—0
Achieving Counterfactual Fairness with Imperfect Structural Causal ModelCode0
Counterfactual (Non-)identifiability of Learned Structural Causal Models—0
Debiasing Stance Detection Models with Counterfactual Reasoning and Adversarial Bias Learning—0
Causal Inference for Knowledge Graph based RecommendationCode0
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
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