conftrace_

individualized treatment rule

8 papers

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Also known as

ITR

Co-occurring keywords

precision medicine (21) causal inference (1630) observational datum (109) propensity score (47) treatment effect (134) treatment optimization (5) value function (295) convex optimization (1321) inverse probability weighting (19) surrogate loss function (11)

Papers

An effective framework for estimating individualized treatment rules NIPS 2024
Fusing Individualized Treatment Rules Using Secondary Outcomes AISTATS 2024
Learning Optimal Group-structured Individualized Treatment Rules with Many Treatments JMLR 2023
Non-asymptotic Properties of Individualized Treatment Rules from Sequentially Rule-Adaptive Trials JMLR 2022
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 NIPS 2022
Estimation and Optimization of Composite Outcomes JMLR 2021
Efficient augmentation and relaxation learning for individualized treatment rules using observational data JMLR 2019