Optimal Learning Rates for Regularized Conditional Mean Embedding Zhu Li

X and Y , the conditional expectation operator for a function f is defined [ Pf ]( x ): = E [ f ( Y ) | X = x ] . They require an explicit relation between the smoothness of the target CME and the size of the RKHS.