The reparameterization trick for acquisition functions

James T. Wilson, Riccardo Moriconi, Frank Hutter +1

Bayesian optimization is a sample-efficient approach to solving global optimization problems. Along with a surrogate model, this approach relies on theoretically motivated value he…