Super Ensemble Learning Using the Highly-Adaptive-Lasso

Zeyi Wang, Wenxin Zhang, Brian S Caffo +2

We introduce the Meta Highly-Adaptive-Lasso Minimum Loss Estimator (M-HAL-MLE), a novel ensemble approach for estimating functional parameters of realistically modeled data distrib…