$L_2$ boosting in kernel regression

B. U. Park, Y. K. Lee, S. Ha

In this paper, we investigate the theoretical and empirical properties of $L_2$ boosting with kernel regression estimates as weak learners. We show that each step of $L_2$ boosting…