1 citations · 3 across the 3 of their papers we have counts for
3 papers
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…
eess.SY2022★ 1 cited
Integrated Adaptive Control and Reference Governors for Constrained Systems with State-Dependent Uncertainties
Pan Zhao, Ilya Kolmanovsky, Naira Hovakimyan
This paper presents an adaptive reference governor (RG) framework for a linear system with matched nonlinear uncertainties that can depend on both time and states, subject to both…