High-Dimensional $L_2$Boosting: Rate of Convergence

Ye Luo, Martin Spindler, Jannis Kück

Boosting is one of the most significant developments in machine learning. This paper studies the rate of convergence of $L_2$Boosting, which is tailored for regression, in a high-d…