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conftrace_

causal machine learning

3 papers

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Also known as

CAUSAL ML CML

Co-occurring keywords · papers mentioning both

causal inference (2) pharmacovigilance signal detection (1) acute kidney injury (1) group instrumental variable (1) adverse drug reaction (1) instrumental variable (1) treatment effect heterogeneity (1) randomized experiment (1) clinical trial (1) treatment effect (1)

Papers

A causal machine learning framework for pharmacovigilance signal detection in electronic health records: Drug-induced acute kidney injury CLeaR 2026 Learning Instrumental Variable from Data Fusion for Treatment Effect Estimation AAAI 2023 Should I Stop or Should I Go: Early Stopping with Heterogeneous Populations NeurIPS 2023