Kernel Mean Estimation by Marginalized Corrupted Distributions

Xiaobo Xia, Shuo Shan, Mingming Gong +4

Estimating the kernel mean in a reproducing kernel Hilbert space is a critical component in many kernel learning algorithms. Given a finite sample, the standard estimate of the tar…