most citedIntegrated Adaptive Control and Reference Governors for Constrained Systems with State-Dependent Uncertainties

1 citations · 3 across the 3 of their papers we have counts for

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stat.ME2023★ 1 cited

Positivity-free Policy Learning with Observational Data

Pan Zhao, Antoine Chambaz, Julie Josse +1

Policy learning utilizing observational data is pivotal across various domains, with the objective of learning the optimal treatment assignment policy while adhering to specific co…

stat.ME2023★ 1 cited

Efficient and robust transfer learning of optimal individualized treatment regimes with right-censored survival data

Pan Zhao, Julie Josse, Shu Yang

An individualized treatment regime (ITR) is a decision rule that assigns treatments based on patients' characteristics. The value function of an ITR is the expected outcome in a co…