1 citations · 1 across the 2 of their papers we have counts for
3 papers
stat.ME2021★ 1 cited
Transfer learning of individualized treatment rules from experimental to real-world data
Lili Wu, Shu Yang
Individualized treatment effect lies at the heart of precision medicine. Interpretable individualized treatment rules (ITRs) are desirable for clinicians or policymakers due to the…
cs.LG2019
Parameterized Exploration
Jesse Clifton, Lili Wu, Eric Laber
We introduce Parameterized Exploration (PE), a simple family of methods for model-based tuning of the exploration schedule in sequential decision problems. Unlike common heuristics…
stat.ME2018
Multivariate Density Estimation with Missing Data
Zhen Li, Lili Wu, Weilian Zhou +1
Multivariate density estimation is a popular technique in statistics with wide applications including regression models allowing for heteroskedasticity in conditional variances. Th…