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Counterfactual Inference

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TitleStatusHype
A Counterfactual Collaborative Session-based Recommender SystemCode1
Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment AnalysisCode1
Enabling Counterfactual Survival Analysis with Balanced RepresentationsCode1
Debiasing Recommendation with Personal PopularityCode1
Disentangling ID and Modality Effects for Session-based RecommendationCode1
Contrastive Mixture of Posteriors for Counterfactual Inference, Data Integration and FairnessCode1
Learning Decomposed Representation for Counterfactual InferenceCode1
Path-Specific Counterfactual Fairness for Recommender SystemsCode1
A Structural Causal Model for MR Images of Multiple SclerosisCode1
Counterfactual Inference for Text Classification DebiasingCode1
Leveraging Structured Biological Knowledge for Counterfactual Inference: a Case Study of Viral PathogenesisCode1
Counterfactual Debiasing Inference for Compositional Action RecognitionCode1
Counterfactual Causal Inference in Natural Language with Large Language ModelsCode1
Counterfactual contrastive learning: robust representations via causal image synthesisCode1
Counterfactual VQA: A Cause-Effect Look at Language BiasCode1
Modeling Causal Mechanisms with Diffusion Models for Interventional and Counterfactual QueriesCode1
Measuring axiomatic soundness of counterfactual image modelsCode1
Modality-Balanced Learning for Multimedia RecommendationCode1
Deep Structural Causal Models for Tractable Counterfactual InferenceCode1
Doubly Abductive Counterfactual Inference for Text-based Image EditingCode1
Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait IssueCode1
User-controllable Recommendation Against Filter BubblesCode1
MECD+: Unlocking Event-Level Causal Graph Discovery for Video ReasoningCode1
Learning from Counterfactual Links for Link PredictionCode1
Blood Glucose Control Via Pre-trained Counterfactual Invertible Neural Networks—0
Cost-Effective Incentive Allocation via Structured Counterfactual Inference—0
Beyond Whole Dialogue Modeling: Contextual Disentanglement for Conversational Recommendation—0
A Constructive GAN-based Approach to Exact Estimate Treatment Effect without Matching—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
Estimating Categorical Counterfactuals via Deep Twin Networks—0
Constructing Effective Personalized Policies Using Counterfactual Inference from Biased Data Sets with Many Features—0
Best of Three Worlds: Adaptive Experimentation for Digital Marketing in Practice—0
Adaptive Experimental Design and Counterfactual Inference—0
A General Framework for Counterfactual Learning-to-Rank—0
Comparative Benchmarking of Causal Discovery Techniques—0
Domain Adaptation for Industrial Time-series Forecasting via Counterfactual Inference—0
Function Driven Diffusion for Personalized Counterfactual Inference—0
Debiasing Stance Detection Models with Counterfactual Reasoning and Adversarial Bias Learning—0
Answering Causal Queries at Layer 3 with DiscoSCMs-Embracing Heterogeneity—0
De-confounding Representation Learning for Counterfactual Inference on Continuous Treatment via Generative Adversarial Network—0
Counterfactual Inference in Duration Models with Random Censoring—0
A General Neural Causal Model for Interactive Recommendation—0
Adaptive Doubly Robust Estimator from Non-stationary Logging Policy under a Convergence of Average Probability—0
Counterfactual Inference under Thompson Sampling—0
COFFEE: Counterfactual Fairness for Personalized Text Generation in Explainable Recommendation—0
Counterfactual Inference for Eliminating Sentiment Bias in Recommender Systems—0
Data-Driven Allocation of Preventive Care With Application to Diabetes Mellitus Type II—0
Conformal Counterfactual Inference under Hidden Confounding—0
Predictive Coding beyond Correlations—0
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