2 citations · 2 across the 2 of their papers we have counts for
2 papers
stat.ML2024
Challenges in Variable Importance Ranking Under Correlation
Annie Liang, Thomas Jemielita, Andy Liaw +4
Variable importance plays a pivotal role in interpretable machine learning as it helps measure the impact of factors on the output of the prediction model. Model agnostic methods b…
stat.ML2021★ 2 cited
CAPITAL: Optimal Subgroup Identification via Constrained Policy Tree Search
Hengrui Cai, Wenbin Lu, Rachel Marceau West +2
Personalized medicine, a paradigm of medicine tailored to a patient's characteristics, is an increasingly attractive field in health care. An important goal of personalized medicin…