Boosted Histogram Transform for Regression

Yuchao Cai, Hanyuan Hang, Hanfang Yang, Zhouchen Lin

Abstract: In this paper, we propose a boosting algorithm for regression problems called \emph{boosted histogram transform for regression} (BHTR) based on histogram transforms composed of random rotations, st...