Ridge Boosting is Both Robust and Efficient

TL;DR

Estimators in statistics and machine learning must typically trade off between efficiency, having low variance for a fixed target, and distributional robustness, such as \textit{multiaccuracy}, or hav…

Opening excerpt from the authors’ abstract. source