Remarks on kernel Bayes' rule

Hisashi Johno, Kazunori Nakamoto, Tatsuhiko Saigo

Kernel Bayes' rule has been proposed as a nonparametric kernel-based method to realize Bayesian inference in reproducing kernel Hilbert spaces. However, we demonstrate both theoret…