Kernel Density Estimation by Stagewise Algorithm with a Simple Dictionary

Kiheiji Nishida, Kanta Naito

This study proposes multivariate kernel density estimation by stagewise minimization algorithm based on $U$-divergence and a simple dictionary. The dictionary consists of an approp…