conftrace_

confounding variable

14 papers

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Co-occurring keywords

causal inference (1630) domain generalization (1522) causal mechanism shift (4) healthcare datum (10) selective imputation (1) latent confounder (33) individual treatment effect (22) user preference (114) conversational recommender system (36) knowledge discovery (28)

Papers

Do Mentioned Items Truly Matter? Enhancing Conversational Recommender Systems with Causal Intervention and Large Language Models IJCAI 2025
Identifying Confounding from Causal Mechanism Shifts AISTATS 2024
Robust Learning via Conditional Prevalence Adjustment WACV 2024
Seeing is not Believing: Robust Reinforcement Learning against Spurious Correlation NIPS 2023
To Impute or not to Impute? Missing Data in Treatment Effect Estimation AISTATS 2023
Multi-Cause Effect Estimation with Disentangled Confounder Representation IJCAI 2021
Model-Free and Model-Based Policy Evaluation when Causality is Uncertain ICML 2021
ScanMap: Supervised Confounding Aware Non-negative Matrix Factorization for Polygenic Risk Modeling MLHC 2020
Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal Estimates ACL 2020
A New Representation Learning Method for Individual Treatment Effect Estimation: Split Covariate Representation Network ACML 2020
Spectral Deconfounding via Perturbed Sparse Linear Models JMLR 2020
Building Causal Graphs from Medical Literature and Electronic Medical Records AAAI 2019
Policy Evaluation with Latent Confounders via Optimal Balance NIPS 2019
Adversarial Training for Satire Detection: Controlling for Confounding Variables NAACL 2019