Deselection of Base-Learners for Statistical Boosting -- with an Application to Distributional Regression

Annika Strömer, Christian Staerk, Nadja Klein +3

We present a new procedure for enhanced variable selection for component-wise gradient boosting. Statistical boosting is a computational approach that emerged from machine learning…