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07/10/2023
Enhancing Treatment Effect Estimation: A Model Robust Approach Integrating Randomized Experiments and External Controls using the Double Penalty Integration Estimator
Randomized experiments (REs) are the cornerstone for treatment effect ev...
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10/19/2022
Anytime-valid off-policy inference for contextual bandits
Contextual bandit algorithms are ubiquitous tools for active sequential ...
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08/19/2021
Transfer learning of individualized treatment rules from experimental to real-world data
Individualized treatment effect lies at the heart of precision medicine....
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07/13/2019
Parameterized Exploration
We introduce Parameterized Exploration (PE), a simple family of methods ...
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08/14/2018