27 citations · 27 across the 1 of their papers we have counts for
2 papers
stat.ME2018
Auto-Encoding Knockoff Generator for FDR Controlled Variable Selection
Ying Liu, Cheng Zheng
A new statistical procedure (Model-X \cite{candes2018}) has provided a way to identify important factors using any supervised learning method controlling for FDR. This line of rese…
stat.ME2016★ 27 cited
Robust Hybrid Learning for Estimating Personalized Dynamic Treatment Regimens
Ying Liu, Yuanjia Wang, Michael R. Kosorok +2
Dynamic treatment regimens (DTRs) are sequential decision rules tailored at each stage by potentially time-varying patient features and intermediate outcomes observed in previous s…