If, as in this paper, we allow ourselves to set the kernel after seeing the data, then the statement in the title is trivial: if my learning algorithm outputs function f, I can take the kernel K(x,x')=f(x)*f(x'). The…
If, as in this paper, we allow ourselves to set the kernel after seeing the data, then the statement in the title is trivial: if my learning algorithm outputs function f, I can take the kernel K(x,x')=f(x)*f(x'). The…