Stefan Wager

Estimation and Inference of Heterogeneous Treatment Effects using Random Forests

Stefan Wager, Susan Athey · Journal of the American Statistical Association · 2017 · 2.6K citations

Dropout Training as Adaptive Regularization

Stefan Wager, Sida Wang, Percy Liang · arXiv (Cornell University) · 2013 · 273 citations · Full text

Natural Language Processing, Data Augmentation, Adaptive Regularization +13

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

Stefan Wager, Trevor Hastie · PubMed · 2014 · 186 citations · Full text

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 · 143 citations · Full text

Discovery Technique, Engineering, Data Mining +14

Adaptive Concentration of Regression Trees, with Application to Random Forests

Stefan Wager, Guenther Walther · arXiv (Cornell University) · 2015 · 130 citations · Full text

Adaptive Concentration, Engineering, Machine Learning +14