2 citations · 3 across the 2 of their papers we have counts for
2 papers
stat.ML2020★ 2 cited
Boosting Algorithms for Estimating Optimal Individualized Treatment Rules
Duzhe Wang, Haoda Fu, Po-Ling Loh
We present nonparametric algorithms for estimating optimal individualized treatment rules. The proposed algorithms are based on the XGBoost algorithm, which is known as one of the…
math.ST2020★ 1 cited
Adaptive Estimation and Statistical Inference for High-Dimensional Graph-Based Linear Models
Duzhe Wang, Po-Ling Loh
We consider adaptive estimation and statistical inference for high-dimensional graph-based linear models. In our model, the coordinates of regression coefficients correspond to an…