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Counterfactual Inference

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TitleStatusHype
Causal Generative Explainers using Counterfactual Inference: A Case Study on the Morpho-MNIST Dataset—0
Predictive Coding beyond Correlations—0
COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation—0
Comparative Benchmarking of Causal Discovery Techniques—0
Conformal Counterfactual Inference under Hidden Confounding—0
Constructing Effective Personalized Policies Using Counterfactual Inference from Biased Data Sets with Many Features—0
Cost-Effective Incentive Allocation via Structured Counterfactual Inference—0
CounterBench: A Benchmark for Counterfactuals Reasoning in Large Language Models—0
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 Eliminating Sentiment Bias in Recommender Systems—0
Counterfactual Inference in Duration Models with Random Censoring—0
Adaptive Doubly Robust Estimator from Non-stationary Logging Policy under a Convergence of Average Probability—0
Counterfactual Inference under Thompson Sampling—0
A General Framework for Counterfactual Learning-to-Rank—0
Counterfactual Multihop QA: A Cause-Effect Approach for Reducing Disconnected Reasoning—0
Counterfactual (Non-)identifiability of Learned Structural Causal Models—0
Counterfactual Reasoning for Fair Clinical Risk Prediction—0
Data-Driven Allocation of Preventive Care With Application to Diabetes Mellitus Type II—0
Debiasing Stance Detection Models with Counterfactual Reasoning and Adversarial Bias Learning—0
De-confounding Representation Learning for Counterfactual Inference on Continuous Treatment via Generative Adversarial Network—0
Domain Adaptation for Industrial Time-series Forecasting via Counterfactual Inference—0
Estimating Categorical Counterfactuals via Deep Twin Networks—0
Function Driven Diffusion for Personalized Counterfactual Inference—0
Going from a Representative Agent to Counterfactuals in Combinatorial Choice—0
ICPE: An Item Cluster-Wise Pareto-Efficient Framework for Recommendation Debiasing—0
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