Bayesian Optimization with Approximate Set Kernels

Jungtaek Kim, Michael McCourt, Tackgeun You +2

We propose a practical Bayesian optimization method over sets, to minimize a black-box function that takes a set as a single input. Because set inputs are permutation-invariant, tr…