Eigen-analysis of nonlinear PCA with polynomial kernels.

Zhiyu Liang, Yoonkyung Lee

Abstract: Suppose that the probability distribution p ( x 1 ,x 2 ) defined on $\mathbb{R}^2$ has finite 2 d th moments $\mu_{2d-j, j}