Stefan Wager

Estimation and Inference of Heterogeneous Treatment Effects using Random Forests

Stefan Wager, Susan Athey · Journal of the American Statistical Association · 2017 · 2.8K citations

Public Health, Biostatistics, Data Science +17

Dropout Training as Adaptive Regularization

Stefan Wager, Sida Wang, Percy Liang · arXiv (Cornell University) · 2013 · 274 citations · Full text

Computing, Computer Science, Machine Learning +16

Confidence Intervals for Random Forests: The Jackknife and the Infinitesimal Jackknife.

Stefan Wager, Trevor Hastie · PubMed · 2014 · 187 citations · Full text

Computing, Computer Science, Data Science +17

Sequential Selection Procedures and False Discovery Rate Control

Max G’Sell, Stefan Wager, Alexandra Chouldechova et al. · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2015 · 146 citations · Full text

Public Health, Biostatistics, Bayesian Data Analysis +15

Adaptive Concentration of Regression Trees, with Application to Random Forests

Stefan Wager, Guenther Walther · arXiv (Cornell University) · 2015 · 131 citations · Full text

Natural Resources, Forestry, Forest Management +8