Bandit optimisation of functions in the Matérn kernel RKHS

David Janz, David R. Burt, Javier González

We consider the problem of optimising functions in the reproducing kernel Hilbert space (RKHS) of a Matérn kernel with smoothness parameter $\nu$ over the domain $[0,1{]}^d$ under nois…