conftrace_

individualized treatment rule

9 papers

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Also known as

ITR

Co-occurring keywords · papers mentioning both

precision medicine (4) causal inference (4) observational data (3) propensity score (2) treatment effect (2) doubly robust estimation (2) treatment optimization (2) value function (2) convex optimization (2) inverse probability weighting (1)

Papers

Doubly Robust Fusion of Many Treatments for Policy Learning ICML 2025 An effective framework for estimating individualized treatment rules NeurIPS 2024 Fusing Individualized Treatment Rules Using Secondary Outcomes AISTATS 2024 Learning Optimal Group-structured Individualized Treatment Rules with Many Treatments JMLR 2023 Estimation and inference on high-dimensional individualized treatment rule in observational data using split-and-pooled de-correlated score JMLR 2022 Learning Individualized Treatment Rules with Many Treatments: A Supervised Clustering Approach Using Adaptive Fusion NeurIPS 2022 Non-asymptotic Properties of Individualized Treatment Rules from Sequentially Rule-Adaptive Trials JMLR 2022 Estimation and Optimization of Composite Outcomes JMLR 2021 Efficient augmentation and relaxation learning for individualized treatment rules using observational data JMLR 2019